From 94a7658c9bccd05bb565596a0fd2c5a5b36c2481 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Mon, 23 Jan 2017 18:31:00 +0900
Subject: [PATCH 01/13] fix bug of coloring (forget to add multiple cell case)

---
 _docs/volume.rst           |  2 +-
 examples/convert_allswc.py | 17 +++++++++--------
 swc2vtk/vtkgenerator.py    |  3 ++-
 3 files changed, 12 insertions(+), 10 deletions(-)

diff --git a/_docs/volume.rst b/_docs/volume.rst
index d588be7..d5b511c 100644
--- a/_docs/volume.rst
+++ b/_docs/volume.rst
@@ -15,7 +15,7 @@ Sample Code
 .. code-block:: python
 
     import swc2vtk
-    vtkgen = VtkGenerator()
+    vtkgen = swc2vtk.VtkGenerator()
     vtkgen.add_swc('simple.swc'))
     vtkgen.write_volume_vtk('simple.vtk', origin=(-10.0, -10.0, -10.0), ratio=(1, 1, 1), div=(20, 20, 20))
 
diff --git a/examples/convert_allswc.py b/examples/convert_allswc.py
index 4d7bde0..9beff4f 100755
--- a/examples/convert_allswc.py
+++ b/examples/convert_allswc.py
@@ -60,7 +60,7 @@
     '090815_4_sn_reg'
     ]
 
-outputpos = '/home/nebula/work/paraview/standardbrain20170117/'
+outputpos = '/home/nebula/work/paraview/standardbrain20170123/'
 # outputpos = ''
 # filelist = filelist_small
 filelist = filelist_all
@@ -83,12 +83,13 @@
 vtkgen.set_draw_mode(3)
 for filename in filelist:
     vtkgen.add_swc(os.path.join('swc', filename + '.swc'))
-
-vtkgen.write_vtk(outputpos + 'all_normalize2.vtk', coloring=False, normalize_diam=True, radius_data=True)
-
-vtkgen = swc2vtk.VtkGenerator()
-vtkgen.set_draw_mode(3)
-for filename in filelist:
     vtkgen.add_swc(os.path.join('swc', filename + '.swc'), inv_x=True, shift_x=1024.0)
 
-vtkgen.write_vtk(outputpos + 'all_flip_normalize2.vtk', coloring=False, normalize_diam=True, radius_data=True)
+vtkgen.write_vtk(outputpos + 'all_normalize2.vtk', coloring=True, normalize_diam=True, radius_data=True)
+
+# vtkgen = swc2vtk.VtkGenerator()
+# vtkgen.set_draw_mode(3)
+# for filename in filelist:
+#     vtkgen.add_swc(os.path.join('swc', filename + '.swc'), inv_x=True, shift_x=1024.0)
+#
+# vtkgen.write_vtk(outputpos + 'all_flip_normalize2.vtk', coloring=False, normalize_diam=True, radius_data=True)
diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index 14e12f5..36199fd 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -256,7 +256,8 @@ def _coloringbyswc(self):
         for i, swc in enumerate(self.swc_list):
             val = i * (1.0 / len(self.swc_list))
             for j in range(len(swc.data) - 1):
-                text += str(val + (1.0 / len(self.swc_list) / (len(swc.data) - 1))) + '\n'
+                for k in range(self.ncell_per_compartment):
+                    text += str(val + (1.0 / len(self.swc_list) / (len(swc.data) - 1))) + '\n'
 
         return text
 

From fa4d1be79cf2ce7845eed0abfb17819bbb423973 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Wed, 25 Jan 2017 14:19:49 +0900
Subject: [PATCH 02/13] fix radius

---
 swc2vtk/vtkgenerator.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index 36199fd..0160924 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -122,12 +122,14 @@ def convert_swc(self, diam_ratio=1.0, normalize_diam=False):
 
             for record in tqdm(swc_data.data.values(), desc='Converting: ' + swc_data.filename):
                 if normalize_diam:
-                    record['radius'] = math.sqrt(record['radius'])
+                    tmp_radius = math.sqrt(record['radius']) * diam_ratio
+                else:
+                    tmp_radius = record['radius'] * diam_ratio
 
                 self.ncell_per_compartment = 1
                 if record['parent'] > 0:
                     parent_record = swc_data.data[record['parent']]
-                    self.add_cylinder_p2p(record['pos'], parent_record['pos'], record['radius'] * diam_ratio,
+                    self.add_cylinder_p2p(record['pos'], parent_record['pos'], tmp_radius,
                                           float(record['id']) / data_size,
                                           radius_ratio=(parent_record['radius']/record['radius']))
 

From 8b50e9d159d9be6a380441497775b08bebc5c140 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Wed, 25 Jan 2017 19:06:34 +0900
Subject: [PATCH 03/13] modify convert_allswc for coloring by type

---
 examples/convert_allswc.py | 41 +++++++++++++-------------------------
 1 file changed, 14 insertions(+), 27 deletions(-)

diff --git a/examples/convert_allswc.py b/examples/convert_allswc.py
index 9beff4f..cbd554c 100755
--- a/examples/convert_allswc.py
+++ b/examples/convert_allswc.py
@@ -8,7 +8,6 @@
 import os
 import swc2vtk
 
-# from swc2vtk.vtkgenerator import VtkGenerator
 
 filelist_simple = [
     'simple',
@@ -44,7 +43,7 @@
     '0663_regist',
     '0664_regist',
     '0965_regist',
-    # '0966_regist',
+    '0966_regist',
     '0967_regist',
     '0969_regist',
     '0970_regist',
@@ -60,36 +59,24 @@
     '090815_4_sn_reg'
     ]
 
-outputpos = '/home/nebula/work/paraview/standardbrain20170123/'
-# outputpos = ''
+
+input_dir = '/home/nebula/git/LAL-VPCmapping/converted_swc'
+output_dir = '/home/nebula/work/paraview/standardbrain_colored20170125/'
+
 # filelist = filelist_small
 filelist = filelist_all
+if not os.path.isdir(output_dir):
+    os.mkdir(output_dir)
 
-# for i, filename in enumerate(filelist):
-#     fixval = int(i * (256 / len(filelist)))
-#     vtkgen = swc2vtk.VtkGenerator()
-#     vtkgen.set_draw_mode(3)
-#     vtkgen.add_swc(os.path.join('swc', filename + '.swc'))
-#     vtkgen.write_vtk(os.path.join(outputpos, filename + '.vtk'), normalize_diam=True, radius_data=True)
-
-# for i, filename in enumerate(filelist):
-#     fixval = int(i * (256 / len(filelist)))
-#     vtkgen = VtkGenerator()
-#     vtkgen.add_swc(os.path.join('swc', filename + '.swc'), inv_x=True, shift_x=1024.0)
-#     vtkgen.write_vtk(outputpos + filename + '_flip.vtk')
+for i, filename in enumerate(filelist):
+    vtkgen = swc2vtk.VtkGenerator()
+    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'))
+    vtkgen.write_vtk(os.path.join(output_dir, filename + '.vtk'), radius_data=True, type_data=True)
 
 
 vtkgen = swc2vtk.VtkGenerator()
-vtkgen.set_draw_mode(3)
 for filename in filelist:
-    vtkgen.add_swc(os.path.join('swc', filename + '.swc'))
-    vtkgen.add_swc(os.path.join('swc', filename + '.swc'), inv_x=True, shift_x=1024.0)
-
-vtkgen.write_vtk(outputpos + 'all_normalize2.vtk', coloring=True, normalize_diam=True, radius_data=True)
+    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'))
+    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'), inv_x=True, shift_x=1024.0)
 
-# vtkgen = swc2vtk.VtkGenerator()
-# vtkgen.set_draw_mode(3)
-# for filename in filelist:
-#     vtkgen.add_swc(os.path.join('swc', filename + '.swc'), inv_x=True, shift_x=1024.0)
-#
-# vtkgen.write_vtk(outputpos + 'all_flip_normalize2.vtk', coloring=False, normalize_diam=True, radius_data=True)
+vtkgen.write_vtk(os.path.join(output_dir, 'all_normalize2.vtk'), coloring=True, normalize_diam=True, radius_data=True, type_data=True)

From cc58117d840458a8ee0016943ce4cae5bd028848 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Thu, 26 Jan 2017 15:13:10 +0900
Subject: [PATCH 04/13] add write swc method

---
 examples/__init__.py       |  0
 examples/convert_allswc.py | 21 ++++++++-------------
 examples/flip_swc.py       | 20 ++++++++++++++++++++
 examples/swcfilelist.py    | 31 +++++++++++++++++++++++++++++++
 swc2vtk/vtkgenerator.py    | 36 ++++++++++++++++++++++++++----------
 5 files changed, 85 insertions(+), 23 deletions(-)
 create mode 100644 examples/__init__.py
 create mode 100644 examples/flip_swc.py
 create mode 100644 examples/swcfilelist.py

diff --git a/examples/__init__.py b/examples/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/examples/convert_allswc.py b/examples/convert_allswc.py
index cbd554c..04fc8fd 100755
--- a/examples/convert_allswc.py
+++ b/examples/convert_allswc.py
@@ -11,15 +11,10 @@
 
 filelist_simple = [
     'simple',
-    'simple',
-    'simple',
-    'simple'
 ]
 
 filelist_small = [
     '0664_regist',
-    '0965_regist',
-    '0970_regist'
 ]
 
 filelist_small2 = [
@@ -63,8 +58,8 @@
 input_dir = '/home/nebula/git/LAL-VPCmapping/converted_swc'
 output_dir = '/home/nebula/work/paraview/standardbrain_colored20170125/'
 
-# filelist = filelist_small
-filelist = filelist_all
+filelist = filelist_small
+# filelist = filelist_all
 if not os.path.isdir(output_dir):
     os.mkdir(output_dir)
 
@@ -74,9 +69,9 @@
     vtkgen.write_vtk(os.path.join(output_dir, filename + '.vtk'), radius_data=True, type_data=True)
 
 
-vtkgen = swc2vtk.VtkGenerator()
-for filename in filelist:
-    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'))
-    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'), inv_x=True, shift_x=1024.0)
-
-vtkgen.write_vtk(os.path.join(output_dir, 'all_normalize2.vtk'), coloring=True, normalize_diam=True, radius_data=True, type_data=True)
+# vtkgen = swc2vtk.VtkGenerator()
+# for filename in filelist:
+#     vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'))
+#     vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'), inv_x=True, shift_x=1024.0)
+#
+# vtkgen.write_vtk(os.path.join(output_dir, 'all_normalize.vtk'), coloring=True, normalize_diam=True, radius_data=True, type_data=True)
diff --git a/examples/flip_swc.py b/examples/flip_swc.py
new file mode 100644
index 0000000..d7d6386
--- /dev/null
+++ b/examples/flip_swc.py
@@ -0,0 +1,20 @@
+# -*- coding: utf-8 -*-
+
+import os
+import datetime
+import examples.swcfilelist
+import swc2vtk
+
+
+input_dir = '/home/nebula/git/LAL-VPCmapping/swc'
+output_dir = '/home/nebula/git/LAL-VPCmapping/swc'
+if not os.path.isdir(output_dir):
+    os.mkdir(output_dir)
+
+file_list = examples.swcfilelist.filelist_all
+
+for i, filename in enumerate(file_list):
+    vtkgen = swc2vtk.VtkGenerator()
+    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'), inv_x=True, shift_x=1024.0)
+    vtkgen.write_swc(os.path.join(output_dir, filename + '_flip.swc'),
+                     comment='swc2vtk flip' + str(datetime.date.today()))
diff --git a/examples/swcfilelist.py b/examples/swcfilelist.py
new file mode 100644
index 0000000..385a9f4
--- /dev/null
+++ b/examples/swcfilelist.py
@@ -0,0 +1,31 @@
+# -*- coding: utf-8 -*-
+
+filelist_all = [
+    '0004_regist',
+    '0005_regist',
+    '0008_regist',
+    '0009_regist',
+    '0012_regist',
+    '0017_regist',
+    '0019_regist',
+    '0021_regist',
+    '0655_regist',
+    '0661_regist',
+    '0663_regist',
+    '0664_regist',
+    '0965_regist',
+    '0966_regist',
+    '0967_regist',
+    '0969_regist',
+    '0970_regist',
+    '0973_regist',
+    '0984_regist',
+    '0986_regist',
+    '0988_regist',
+    '0993_regist',
+    '1009_regist',
+    '1020_regist',
+    '1068_regist',
+    '1080_regist',
+    '090815_4_sn_reg'
+]
diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index 0160924..d706118 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -58,8 +58,10 @@ def add_cylinder(self, pos_x=0, pos_y=0, pos_z=0, radius=1.0, height=1.0, rot_y=
         local_point_list = []
         if self.draw_mode == 0:
             local_cell_list, local_point_list = swc2vtk.GenPrimitives.cylinder()
+            self.ncell_per_compartment = 1
         elif self.draw_mode == 1:
             local_cell_list, local_point_list = swc2vtk.GenPrimitives.cylinder(top_face_diam=radius_ratio)
+            self.ncell_per_compartment = 1
         elif self.draw_mode == 2:
             local_cell_list, local_point_list = swc2vtk.GenPrimitives.cylinder_3cell(top_face_diam=radius_ratio)
             self.ncell_per_compartment = len(local_cell_list)
@@ -110,9 +112,9 @@ def add_cylinder_p2p(self, pos1=(0, 0, 0), pos2=(2, 0, 0), size=1.0, data=0, rad
 
         rot_y = -np.arctan2(local_pos[2], local_pos[0])
         rot_z = np.arctan2(local_pos[1], np.sqrt(local_pos[0]**2 + local_pos[2]**2))
-        len = np.sqrt(local_pos[0]**2 + local_pos[1]**2 + local_pos[2]**2)
+        length = np.sqrt(local_pos[0]**2 + local_pos[1]**2 + local_pos[2]**2)
 
-        self.add_cylinder(pos1[0], pos1[1], pos1[2], size, len, rot_y, rot_z, data, radius_ratio=radius_ratio)
+        self.add_cylinder(pos1[0], pos1[1], pos1[2], size, length, rot_y, rot_z, data, radius_ratio=radius_ratio)
 
     def convert_swc(self, diam_ratio=1.0, normalize_diam=False):
         self.converted = True
@@ -121,17 +123,20 @@ def convert_swc(self, diam_ratio=1.0, normalize_diam=False):
             data_size = len(swc_data.data)
 
             for record in tqdm(swc_data.data.values(), desc='Converting: ' + swc_data.filename):
+                if record['parent'] <= 0:
+                    continue
+
+                parent_record = swc_data.data[record['parent']]
                 if normalize_diam:
-                    tmp_radius = math.sqrt(record['radius']) * diam_ratio
+                    drawing_radius = math.sqrt(record['radius']) * diam_ratio
+                    drawing_parent_radius = math.sqrt(parent_record['radius']) * diam_ratio
                 else:
-                    tmp_radius = record['radius'] * diam_ratio
+                    drawing_radius = record['radius'] * diam_ratio
+                    drawing_parent_radius = parent_record['radius'] * diam_ratio
 
-                self.ncell_per_compartment = 1
-                if record['parent'] > 0:
-                    parent_record = swc_data.data[record['parent']]
-                    self.add_cylinder_p2p(record['pos'], parent_record['pos'], tmp_radius,
-                                          float(record['id']) / data_size,
-                                          radius_ratio=(parent_record['radius']/record['radius']))
+                self.add_cylinder_p2p(record['pos'], parent_record['pos'], drawing_radius,
+                                      float(record['id']) / data_size,
+                                      radius_ratio=(drawing_parent_radius/drawing_radius))
 
         self.point_text = self._point2text()
         self.cell_text = self._cell2text()
@@ -269,6 +274,17 @@ def add_datafile(self, datafilename):
     def clear_datafile(self):
         self.datafile_list = []
 
+    def write_swc(self, filename, swc_index=0, comment='swc2vtk'):
+        swc = self.swc_list[swc_index]
+        with open(filename, 'w') as swcfile:
+            swcfile.write(swc.header)
+            swcfile.write('# ' + comment + '\n')
+            for j, record in swc.data.items():
+                swcfile.write('%d %d %f %f %f %f %d\n' % (record['id'], record['type'],
+                                                        record['pos'][0], record['pos'][1], record['pos'][2],
+                                                        record['radius'], record['parent']))
+
+
     def write_vtk(self, filename, fixedval=None, datatitle='filedata', movingval=False, coloring=False,
                   diam_ratio=1.0, normalize_diam=False, radius_data=False, type_data=False):
         """generate and write vtk to file

From a461afbff0c3e0d20bf4185adf3312962bdea5e7 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Thu, 26 Jan 2017 18:50:01 +0900
Subject: [PATCH 05/13] add annotation function

---
 examples/convert_allswc.py  |  5 ++-
 examples/make_annotation.py |  0
 swc2vtk/genprimitives.py    | 17 ++++++++-
 swc2vtk/vtkgenerator.py     | 76 +++++++++++++++++++++++--------------
 tests/test_vtkgenerator.py  | 10 +++--
 5 files changed, 74 insertions(+), 34 deletions(-)
 create mode 100644 examples/make_annotation.py

diff --git a/examples/convert_allswc.py b/examples/convert_allswc.py
index 04fc8fd..ee0abbc 100755
--- a/examples/convert_allswc.py
+++ b/examples/convert_allswc.py
@@ -55,10 +55,11 @@
     ]
 
 
-input_dir = '/home/nebula/git/LAL-VPCmapping/converted_swc'
+# input_dir = '/home/nebula/git/LAL-VPCmapping/converted_swc'
+input_dir = './swc'
 output_dir = '/home/nebula/work/paraview/standardbrain_colored20170125/'
 
-filelist = filelist_small
+filelist = filelist_small2
 # filelist = filelist_all
 if not os.path.isdir(output_dir):
     os.mkdir(output_dir)
diff --git a/examples/make_annotation.py b/examples/make_annotation.py
new file mode 100644
index 0000000..e69de29
diff --git a/swc2vtk/genprimitives.py b/swc2vtk/genprimitives.py
index 192797e..783cfd6 100644
--- a/swc2vtk/genprimitives.py
+++ b/swc2vtk/genprimitives.py
@@ -94,7 +94,7 @@ def cylinder_3cell(div=8, top_face_diam=1.0):
         return cell_list, np.array(point_list)
 
     @staticmethod
-    def sphere(div=10):
+    def base_sphere(div=10):
         cell_list = []
         point_list = []
 
@@ -189,3 +189,18 @@ def hemisphere_cylinder(div=8, top_face_diam=1.0, height=1.0, radius=1.0):
         cell_list.append(cell)
 
         return cell_list, np.array(point_list)
+
+    @classmethod
+    def sphere(cls, pos=(0, 0, 0), size=1.0, data=0.0, point_start=0):
+        local_cell_list, local_point_list = cls.base_sphere()
+
+        for cell in local_cell_list:
+            cell['points'] = [i + point_start for i in cell['points']]
+            cell['data'] = data
+
+        # scale
+        local_point_list = np.array([ v*[size, size, size] for v in local_point_list])
+        # move
+        local_point_list = np.array([ v+pos for v in local_point_list])
+
+        return local_cell_list, local_point_list
\ No newline at end of file
diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index d706118..2718d8c 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -37,6 +37,8 @@ def __init__(self):
         self.point_list = []
         self.cell_list = []
         self.datafile_list = []
+        self.annotation_point_list = []
+        self.annotation_cell_list = []
 
         self.point_text = ''
         self.cell_text = ''
@@ -89,21 +91,24 @@ def add_cylinder(self, pos_x=0, pos_y=0, pos_z=0, radius=1.0, height=1.0, rot_y=
         self.point_list.extend(local_point_list)
         self.cell_list.extend(local_cell_list)
 
-    def add_sphere(self, x=0, y=0, z=0, size=1.0, data=0.0):
-        point_start = len(self.point_list)
-        # local_cell_list, local_point_list = GenPrimitives.hemisphere_cylinder()
-        local_cell_list, local_point_list = swc2vtk.GenPrimitives.sphere()
-        for cell in local_cell_list:
-            cell['points'] = [i + point_start for i in cell['points']]
-            cell['data'] = data
-
-        # scale
-        local_point_list = np.array([ v*[size, size, size] for v in local_point_list])
-        # move
-        local_point_list = np.array([ v+[x, y, z] for v in local_point_list])
-
-        self.point_list.extend(local_point_list)
-        self.cell_list.extend(local_cell_list)
+    # @staticmethod
+    # def add_sphere(x=0, y=0, z=0, size=1.0, data=0.0, point_start=0):
+    #     # point_start = len(self.point_list)
+    #
+    #     local_cell_list, local_point_list = swc2vtk.GenPrimitives.sphere()
+    #
+    #     for cell in local_cell_list:
+    #         cell['points'] = [i + point_start for i in cell['points']]
+    #         cell['data'] = data
+    #
+    #     # scale
+    #     local_point_list = np.array([ v*[size, size, size] for v in local_point_list])
+    #     # move
+    #     local_point_list = np.array([ v+[x, y, z] for v in local_point_list])
+    #
+    #     # self.point_list.extend(local_point_list)
+    #     # self.cell_list.extend(local_cell_list)
+    #     return local_cell_list, local_point_list
 
     def add_cylinder_p2p(self, pos1=(0, 0, 0), pos2=(2, 0, 0), size=1.0, data=0, radius_ratio=1.0):
         pos1 = np.array(pos1)
@@ -138,8 +143,8 @@ def convert_swc(self, diam_ratio=1.0, normalize_diam=False):
                                       float(record['id']) / data_size,
                                       radius_ratio=(drawing_parent_radius/drawing_radius))
 
-        self.point_text = self._point2text()
-        self.cell_text = self._cell2text()
+        self.point_text = self._point2text(self.point_list)
+        self.cell_text = self._cell2text(self.cell_list)
 
     def add_swc(self, swc_filename,
                 shift_x=0.0, shift_y=0.0, shift_z=0.0, inv_x=False, inv_y=False, inv_z=False):
@@ -159,32 +164,34 @@ def add_swc(self, swc_filename,
         self.swc_list[-1].invert(inv_x, inv_y, inv_z)
         self.swc_list[-1].shift(shift_x, shift_y, shift_z)
 
-    def _point2text(self):
-        text = 'POINTS %d float\n' % (len(self.point_list))
-        for point in tqdm(self.point_list, desc='Generating Points'):
+    @staticmethod
+    def _point2text(point_list):
+        text = 'POINTS %d float\n' % (len(point_list))
+        for point in tqdm(point_list, desc='Generating Points'):
             text += '%f %f %f\n' % (point[0], point[1], point[2])
             
         return text
 
-    def _cell2text(self):
-        num_data = sum([len(cell['points'])+1 for cell in self.cell_list])
+    @staticmethod
+    def _cell2text(cell_list):
+        num_data = sum([len(cell['points'])+1 for cell in cell_list])
         
-        text = '\nCELLS %d %d\n' % (len(self.cell_list), num_data)
-        for cell in self.cell_list:
+        text = '\nCELLS %d %d\n' % (len(cell_list), num_data)
+        for cell in cell_list:
             text += str(len(cell['points']))
             for x in cell['points']:
                 text += ' '+str(x)
 
             text += '\n'
 
-        text += '\nCELL_TYPES %d\n' % (len(self.cell_list))
-        for cell in self.cell_list:
+        text += '\nCELL_TYPES %d\n' % (len(cell_list))
+        for cell in cell_list:
             text += str(cell['type'])+'\n'
 
-        text += '\nCELL_DATA %d\n' % (len(self.cell_list))
+        text += '\nCELL_DATA %d\n' % (len(cell_list))
         text += 'SCALARS data float 1\n'
         text += 'LOOKUP_TABLE default\n'
-        for cell in self.cell_list:
+        for cell in cell_list:
             text += str(cell['data'])+'\n'
         
         return text
@@ -274,6 +281,19 @@ def add_datafile(self, datafilename):
     def clear_datafile(self):
         self.datafile_list = []
 
+    def add_mark(self, pos=(0, 0, 0), data=0.0):
+        self.annotation_cell_list, self.annotation_point_list = \
+            swc2vtk.GenPrimitives.sphere(pos, data, len(self.annotation_cell_list))
+
+    def add_synapse(self, pre_swc_index, pre_swc_compartment, post_swc_index, post_swc_compartment, diam=0.2):
+        pass
+
+    def write_annotation_vtk(self, filename):
+        with open(filename, 'w') as wfile:
+            wfile.write(self.header)
+            wfile.write(self.annotation_point_list)
+            wfile.write(self.annotation_cell_list)
+
     def write_swc(self, filename, swc_index=0, comment='swc2vtk'):
         swc = self.swc_list[swc_index]
         with open(filename, 'w') as swcfile:
diff --git a/tests/test_vtkgenerator.py b/tests/test_vtkgenerator.py
index f248fb0..18e8099 100644
--- a/tests/test_vtkgenerator.py
+++ b/tests/test_vtkgenerator.py
@@ -25,9 +25,6 @@ def tearDown(self):
     def test_add_cylinder(self):
         self.vtk_generator.add_cylinder()
 
-    def test_add_sphere(self):
-        self.vtk_generator.add_sphere()
-
     def test_add_swc(self):
         simple_cmp_size = 11
         self.vtk_generator.add_swc(self.swc_file_path)
@@ -71,6 +68,13 @@ def test_write_volume_vtk(self):
         self.vtk_generator.write_volume_vtk('simple.vtk', origin=(-10.0, -10.0, -10.0), ratio=(1, 1, 1), div=(20, 20, 20))\
 
 
+    def test_add_mark(self):
+        self.vtk_generator.add_mark()
+
+    def test_add_synapse(self):
+        self.vtk_generator.add_synapse(0, 0, 100, 200)
+
+
 def suite():
     suite = unittest.TestSuite()
     suite.addTests(unittest.makeSuite(TestVtkGenerator))

From 774455afcf89b503437ec1151fd338a702032aa9 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Thu, 26 Jan 2017 19:04:50 +0900
Subject: [PATCH 06/13] add annotation example #8

---
 examples/make_annotation.py | 14 ++++++++++++++
 swc2vtk/vtkgenerator.py     | 27 ++++-----------------------
 2 files changed, 18 insertions(+), 23 deletions(-)

diff --git a/examples/make_annotation.py b/examples/make_annotation.py
index e69de29..4353241 100644
--- a/examples/make_annotation.py
+++ b/examples/make_annotation.py
@@ -0,0 +1,14 @@
+# -*- coding: utf-8 -*-
+import os
+import swc2vtk
+
+inputfile = 'swc/200000.swc'
+output_dir = '/home/nebula/work/paraview/test_annotation20170126/'
+if not os.path.isdir(output_dir):
+    os.mkdir(output_dir)
+
+vtkgen = swc2vtk.VtkGenerator()
+vtkgen.add_swc(inputfile)
+vtkgen.add_mark((219.430427, 70.454784, 61.439942), size=10)
+vtkgen.write_vtk(os.path.join(output_dir, '200000.vtk'))
+vtkgen.write_annotation_vtk(os.path.join(output_dir, '200000_ano.vtk'))
diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index 2718d8c..e0a5948 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -91,25 +91,6 @@ def add_cylinder(self, pos_x=0, pos_y=0, pos_z=0, radius=1.0, height=1.0, rot_y=
         self.point_list.extend(local_point_list)
         self.cell_list.extend(local_cell_list)
 
-    # @staticmethod
-    # def add_sphere(x=0, y=0, z=0, size=1.0, data=0.0, point_start=0):
-    #     # point_start = len(self.point_list)
-    #
-    #     local_cell_list, local_point_list = swc2vtk.GenPrimitives.sphere()
-    #
-    #     for cell in local_cell_list:
-    #         cell['points'] = [i + point_start for i in cell['points']]
-    #         cell['data'] = data
-    #
-    #     # scale
-    #     local_point_list = np.array([ v*[size, size, size] for v in local_point_list])
-    #     # move
-    #     local_point_list = np.array([ v+[x, y, z] for v in local_point_list])
-    #
-    #     # self.point_list.extend(local_point_list)
-    #     # self.cell_list.extend(local_cell_list)
-    #     return local_cell_list, local_point_list
-
     def add_cylinder_p2p(self, pos1=(0, 0, 0), pos2=(2, 0, 0), size=1.0, data=0, radius_ratio=1.0):
         pos1 = np.array(pos1)
         pos2 = np.array(pos2)
@@ -281,9 +262,9 @@ def add_datafile(self, datafilename):
     def clear_datafile(self):
         self.datafile_list = []
 
-    def add_mark(self, pos=(0, 0, 0), data=0.0):
+    def add_mark(self, pos=(0, 0, 0), size=1.0, data=0.0):
         self.annotation_cell_list, self.annotation_point_list = \
-            swc2vtk.GenPrimitives.sphere(pos, data, len(self.annotation_cell_list))
+            swc2vtk.GenPrimitives.sphere(pos, size=size, data=data, point_start=len(self.annotation_cell_list))
 
     def add_synapse(self, pre_swc_index, pre_swc_compartment, post_swc_index, post_swc_compartment, diam=0.2):
         pass
@@ -291,8 +272,8 @@ def add_synapse(self, pre_swc_index, pre_swc_compartment, post_swc_index, post_s
     def write_annotation_vtk(self, filename):
         with open(filename, 'w') as wfile:
             wfile.write(self.header)
-            wfile.write(self.annotation_point_list)
-            wfile.write(self.annotation_cell_list)
+            wfile.write(self._point2text(self.annotation_point_list))
+            wfile.write(self._cell2text(self.annotation_cell_list))
 
     def write_swc(self, filename, swc_index=0, comment='swc2vtk'):
         swc = self.swc_list[swc_index]

From 7fc48bff2f61520b76f45a72e4a22713a96dc411 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Thu, 26 Jan 2017 19:37:38 +0900
Subject: [PATCH 07/13] add line method #8

---
 examples/make_annotation.py |  6 +++++-
 swc2vtk/genprimitives.py    | 11 +++++++++-
 swc2vtk/vtkgenerator.py     | 40 +++++++++++++++++++++++++------------
 3 files changed, 42 insertions(+), 15 deletions(-)

diff --git a/examples/make_annotation.py b/examples/make_annotation.py
index 4353241..7c2ddb3 100644
--- a/examples/make_annotation.py
+++ b/examples/make_annotation.py
@@ -9,6 +9,10 @@
 
 vtkgen = swc2vtk.VtkGenerator()
 vtkgen.add_swc(inputfile)
-vtkgen.add_mark((219.430427, 70.454784, 61.439942), size=10)
+# vtkgen.add_mark((219.430427, 70.454784, 61.439942), size=10)
+# vtkgen.add_mark((219.430427, 70.454784, 0.439942), size=10)
+vtkgen.add_swc_mark(0, 10, 8)
+vtkgen.add_swc_mark(0, 100, 8)
+vtkgen.add_swc_mark(0, 1214, 8)
 vtkgen.write_vtk(os.path.join(output_dir, '200000.vtk'))
 vtkgen.write_annotation_vtk(os.path.join(output_dir, '200000_ano.vtk'))
diff --git a/swc2vtk/genprimitives.py b/swc2vtk/genprimitives.py
index 783cfd6..927479c 100644
--- a/swc2vtk/genprimitives.py
+++ b/swc2vtk/genprimitives.py
@@ -203,4 +203,13 @@ def sphere(cls, pos=(0, 0, 0), size=1.0, data=0.0, point_start=0):
         # move
         local_point_list = np.array([ v+pos for v in local_point_list])
 
-        return local_cell_list, local_point_list
\ No newline at end of file
+        return local_cell_list, local_point_list
+
+    @staticmethod
+    def line(self, pos1=(0, 0, 0), pos2=(1, 0, 0), data=0.0):
+        local_cell_list = []
+        local_point_list = np.array([pos1, pos2])
+        cell = {'type': 3, 'data': data, 'points': [0, 1]}
+        local_cell_list.append(cell)
+
+        return local_cell_list, local_point_list
diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index e0a5948..acacbd9 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -154,7 +154,7 @@ def _point2text(point_list):
         return text
 
     @staticmethod
-    def _cell2text(cell_list):
+    def _cell2text(cell_list, title='data'):
         num_data = sum([len(cell['points'])+1 for cell in cell_list])
         
         text = '\nCELLS %d %d\n' % (len(cell_list), num_data)
@@ -170,28 +170,30 @@ def _cell2text(cell_list):
             text += str(cell['type'])+'\n'
 
         text += '\nCELL_DATA %d\n' % (len(cell_list))
-        text += 'SCALARS data float 1\n'
+        text += 'SCALARS ' + title + ' float 1\n'
         text += 'LOOKUP_TABLE default\n'
         for cell in cell_list:
             text += str(cell['data'])+'\n'
         
         return text
 
-    def _fixedval2text(self, title='fixedval', fixedval=0.0):
+    @staticmethod
+    def _fixedval2text(cell_list, title='fixedval', fixedval=0.0):
         text = ''
         text += 'SCALARS '+title+' float 1\n'
         text += 'LOOKUP_TABLE default\n'
-        for cell in self.cell_list:
+        for cell in cell_list:
             text += str(fixedval)+'\n'
 
         return text
 
-    def _movingval2text(self, title='movingval', num=100):
+    @staticmethod
+    def _movingval2text(cell_list, title='movingval', num=100):
         text = ''
         text += 'SCALARS '+title+' float ' + str(num) + '\n'
         text += 'LOOKUP_TABLE default\n'
 
-        for i in range(len(self.cell_list)):
+        for i in range(len(cell_list)):
             val = i
             for j in range(num):
                 text += str(val) + ' '
@@ -263,17 +265,28 @@ def clear_datafile(self):
         self.datafile_list = []
 
     def add_mark(self, pos=(0, 0, 0), size=1.0, data=0.0):
-        self.annotation_cell_list, self.annotation_point_list = \
-            swc2vtk.GenPrimitives.sphere(pos, size=size, data=data, point_start=len(self.annotation_cell_list))
+        local_cell_list, local_point_list = \
+            swc2vtk.GenPrimitives.sphere(pos, size=size, data=data, point_start=len(self.annotation_point_list))
+        self.annotation_cell_list.extend(local_cell_list)
+        self.annotation_point_list.extend(local_point_list)
+
+    def add_swc_mark(self, swc_index, compartment_index, size=1.0, data=0.0):
+        if swc_index < len(self.swc_list):
+            if compartment_index in self.swc_list[swc_index].data:
+                self.add_mark(self.swc_list[swc_index].data[compartment_index]['pos'], size=size, data=data)
+            else:
+                print('Warning: Invalid compartment index')
+        else:
+            print('Warning: Invalid swc inexx')
 
-    def add_synapse(self, pre_swc_index, pre_swc_compartment, post_swc_index, post_swc_compartment, diam=0.2):
+    def add_connection(self, swc_index1, swc_compartment1, swc_index2, swc_compartment2, size=1.0):
         pass
 
     def write_annotation_vtk(self, filename):
         with open(filename, 'w') as wfile:
             wfile.write(self.header)
             wfile.write(self._point2text(self.annotation_point_list))
-            wfile.write(self._cell2text(self.annotation_cell_list))
+            wfile.write(self._cell2text(self.annotation_cell_list), title='annotation_data')
 
     def write_swc(self, filename, swc_index=0, comment='swc2vtk'):
         swc = self.swc_list[swc_index]
@@ -319,10 +332,10 @@ def write_vtk(self, filename, fixedval=None, datatitle='filedata', movingval=Fal
             file.write(self.cell_text)
 
             if fixedval is not None:
-                file.write(self._fixedval2text(fixedval=fixedval))
+                file.write(self._fixedval2text(self.cell_list, fixedval=fixedval))
 
             if movingval:
-                file.write(self._movingval2text())
+                file.write(self._movingval2text(self.cell_list))
 
             if len(self.datafile_list) > 0:
                 file.write(self._file2text(self.datafile_list, datatitle))
@@ -336,7 +349,8 @@ def write_vtk(self, filename, fixedval=None, datatitle='filedata', movingval=Fal
             if type_data:
                 file.write(self._type2text())
 
-    def _swc2volume(self, swc, world, origin=(0.0, 0.0, 0.0), ratio=(1.0, 1.0, 1.0), point_weight=0.2):
+    @staticmethod
+    def _swc2volume(swc, world, origin=(0.0, 0.0, 0.0), ratio=(1.0, 1.0, 1.0), point_weight=0.2):
         for k, record in tqdm(swc.data.items(), desc=swc.filename):
             pos = (int(round((record['pos'][0] - origin[0]) / ratio[0], 0)),
                    int(round((record['pos'][1] - origin[1]) / ratio[1], 0)),

From 49a5474d3f2d062fecd69b92d1978d503c416dd3 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Thu, 26 Jan 2017 19:50:00 +0900
Subject: [PATCH 08/13] add connection annotation #8

---
 examples/make_annotation.py |  7 ++-----
 swc2vtk/genprimitives.py    |  4 ++--
 swc2vtk/vtkgenerator.py     | 13 ++++++++++---
 3 files changed, 14 insertions(+), 10 deletions(-)

diff --git a/examples/make_annotation.py b/examples/make_annotation.py
index 7c2ddb3..415c916 100644
--- a/examples/make_annotation.py
+++ b/examples/make_annotation.py
@@ -9,10 +9,7 @@
 
 vtkgen = swc2vtk.VtkGenerator()
 vtkgen.add_swc(inputfile)
-# vtkgen.add_mark((219.430427, 70.454784, 61.439942), size=10)
-# vtkgen.add_mark((219.430427, 70.454784, 0.439942), size=10)
-vtkgen.add_swc_mark(0, 10, 8)
-vtkgen.add_swc_mark(0, 100, 8)
-vtkgen.add_swc_mark(0, 1214, 8)
+vtkgen.add_swc_mark(0, 10, 5, data=0.8)
+vtkgen.add_swc_connection(0, 100, 0, 1214, 5, data=2)
 vtkgen.write_vtk(os.path.join(output_dir, '200000.vtk'))
 vtkgen.write_annotation_vtk(os.path.join(output_dir, '200000_ano.vtk'))
diff --git a/swc2vtk/genprimitives.py b/swc2vtk/genprimitives.py
index 927479c..b64c85e 100644
--- a/swc2vtk/genprimitives.py
+++ b/swc2vtk/genprimitives.py
@@ -206,10 +206,10 @@ def sphere(cls, pos=(0, 0, 0), size=1.0, data=0.0, point_start=0):
         return local_cell_list, local_point_list
 
     @staticmethod
-    def line(self, pos1=(0, 0, 0), pos2=(1, 0, 0), data=0.0):
+    def line(pos1=(0, 0, 0), pos2=(1, 0, 0), data=0.0, point_start=0):
         local_cell_list = []
         local_point_list = np.array([pos1, pos2])
-        cell = {'type': 3, 'data': data, 'points': [0, 1]}
+        cell = {'type': 3, 'data': data, 'points': [0+point_start, 1+point_start]}
         local_cell_list.append(cell)
 
         return local_cell_list, local_point_list
diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index acacbd9..d858c9c 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -274,19 +274,26 @@ def add_swc_mark(self, swc_index, compartment_index, size=1.0, data=0.0):
         if swc_index < len(self.swc_list):
             if compartment_index in self.swc_list[swc_index].data:
                 self.add_mark(self.swc_list[swc_index].data[compartment_index]['pos'], size=size, data=data)
+                return self.swc_list[swc_index].data[compartment_index]['pos']
             else:
                 print('Warning: Invalid compartment index')
         else:
             print('Warning: Invalid swc inexx')
 
-    def add_connection(self, swc_index1, swc_compartment1, swc_index2, swc_compartment2, size=1.0):
-        pass
+    def add_swc_connection(self, swc_index1, swc_compartment1, swc_index2, swc_compartment2, size=1.0, data=1.0):
+        pos1 = self.add_swc_mark(swc_index1, swc_compartment1, size, data)
+        pos2 = self.add_swc_mark(swc_index2, swc_compartment2, size, data)
+        local_cell_list, local_point_list = \
+            swc2vtk.GenPrimitives.line(pos1, pos2, data, point_start=len(self.annotation_point_list))
+
+        self.annotation_cell_list.extend(local_cell_list)
+        self.annotation_point_list.extend(local_point_list)
 
     def write_annotation_vtk(self, filename):
         with open(filename, 'w') as wfile:
             wfile.write(self.header)
             wfile.write(self._point2text(self.annotation_point_list))
-            wfile.write(self._cell2text(self.annotation_cell_list), title='annotation_data')
+            wfile.write(self._cell2text(self.annotation_cell_list, title='annotation_data'))
 
     def write_swc(self, filename, swc_index=0, comment='swc2vtk'):
         swc = self.swc_list[swc_index]

From 9169416a696b306e1886d435ae9c5cdbea86f63b Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Thu, 26 Jan 2017 20:17:37 +0900
Subject: [PATCH 09/13] make synapse #8

---
 examples/make_annotation.py | 43 +++++++++++++++++++++++++++++++------
 1 file changed, 37 insertions(+), 6 deletions(-)

diff --git a/examples/make_annotation.py b/examples/make_annotation.py
index 415c916..db64e3a 100644
--- a/examples/make_annotation.py
+++ b/examples/make_annotation.py
@@ -2,14 +2,45 @@
 import os
 import swc2vtk
 
-inputfile = 'swc/200000.swc'
+inputfile1 = 'swc/0969_regist.swc'
+inputfile2 = 'swc/0664_regist.swc'
 output_dir = '/home/nebula/work/paraview/test_annotation20170126/'
 if not os.path.isdir(output_dir):
     os.mkdir(output_dir)
 
 vtkgen = swc2vtk.VtkGenerator()
-vtkgen.add_swc(inputfile)
-vtkgen.add_swc_mark(0, 10, 5, data=0.8)
-vtkgen.add_swc_connection(0, 100, 0, 1214, 5, data=2)
-vtkgen.write_vtk(os.path.join(output_dir, '200000.vtk'))
-vtkgen.write_annotation_vtk(os.path.join(output_dir, '200000_ano.vtk'))
+vtkgen.add_swc(inputfile1, inv_x=True, shift_x=1024.0)
+vtkgen.add_swc(inputfile2)
+vtkgen.add_swc_connection(0, 3177, 1, 4560, 5, data=2)
+vtkgen.add_swc_connection(0, 3675, 1, 4485, 5, data=2)
+vtkgen.write_vtk(os.path.join(output_dir, 'output_1102.vtk'))
+vtkgen.write_annotation_vtk(os.path.join(output_dir, 'output_1102_ano.vtk'))
+
+
+"""
+0986_flip
+1020
+"""
+"""
+CellSwc[69] CellSwc[12]
+----------
+3177 4560 Chemi GABA 1 104
+3675 4485 Chemi GABA 1 105
+6491 4586 Chemi GABA 2 106
+2914 4520 Chemi GABA 1 107
+2917 60 Chemi GABA 1 108
+1468 31 Chemi GABA 1 109
+1459 4464 Chemi GABA 1 110
+1440 4562 Chemi GABA 1 111
+3249 27 Chemi GABA 1 112
+1332 16 Gap nil 1 113
+3678 5362 Chemi GABA 1 114
+306 4571 Gap nil 1 115
+12239 4466 Chemi GABA 1 116
+3703 40 Chemi GABA 1 117
+3699 5426 Chemi GABA 1 118
+317 4492 Chemi GABA 1 119
+12304 5327 Chemi GABA 1 120
+3698 4579 Chemi GABA 1 121
+12067 18 Chemi GABA 1 122
+"""

From cade38cfbf7fe553d322ae3f5e778c2fa9265d17 Mon Sep 17 00:00:00 2001
From: Daisuke Miyamoto <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Fri, 27 Jan 2017 00:17:38 +0900
Subject: [PATCH 10/13] Update test_vtkgenerator.py

fix renamed function add_connection
---
 tests/test_vtkgenerator.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_vtkgenerator.py b/tests/test_vtkgenerator.py
index 18e8099..7670bdd 100644
--- a/tests/test_vtkgenerator.py
+++ b/tests/test_vtkgenerator.py
@@ -71,8 +71,8 @@ def test_write_volume_vtk(self):
     def test_add_mark(self):
         self.vtk_generator.add_mark()
 
-    def test_add_synapse(self):
-        self.vtk_generator.add_synapse(0, 0, 100, 200)
+    def test_add_connection(self):
+        self.vtk_generator.add_connection(0, 0, 100, 200)
 
 
 def suite():

From 90d4aba562f7f29e0ebdf73afa974b193bb3af5d Mon Sep 17 00:00:00 2001
From: Daisuke Miyamoto <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Fri, 27 Jan 2017 00:22:13 +0900
Subject: [PATCH 11/13] fix test bug

---
 tests/test_vtkgenerator.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/tests/test_vtkgenerator.py b/tests/test_vtkgenerator.py
index 7670bdd..9cc7819 100644
--- a/tests/test_vtkgenerator.py
+++ b/tests/test_vtkgenerator.py
@@ -69,10 +69,12 @@ def test_write_volume_vtk(self):
 
 
     def test_add_mark(self):
+        self.vtk_generator.add_swc(self.swc_file_path)
         self.vtk_generator.add_mark()
 
-    def test_add_connection(self):
-        self.vtk_generator.add_connection(0, 0, 100, 200)
+    def test_add_swc_connection(self):
+        self.vtk_generator.add_swc(self.swc_file_path)
+        self.vtk_generator.add_swc_connection(0, 0, 100, 200)
 
 
 def suite():

From a568658514bc414deef787035e1a34c22b56e0f7 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Fri, 27 Jan 2017 20:02:46 +0900
Subject: [PATCH 12/13] add drawmode=4 (line)

---
 examples/test_quality.py | 4 ++--
 swc2vtk/vtkgenerator.py  | 4 +++-
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/examples/test_quality.py b/examples/test_quality.py
index 2177bbf..487e769 100644
--- a/examples/test_quality.py
+++ b/examples/test_quality.py
@@ -13,7 +13,7 @@
 vtkgen = VtkGenerator()
 vtkgen.add_swc(os.path.join('tests', filename + '.swc'))
 
-for i in range(4):
+for i in range(5):
     vtkgen.set_draw_mode(i)
-    vtkgen.write_vtk(os.path.join(outputpos, filename + '_draw'+str(i)+'.vtk'))
+    vtkgen.write_vtk(os.path.join(outputpos, filename + '_draw'+str(i)+'.vtk'), radius_data=True)
 
diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index d858c9c..5491977 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -73,6 +73,9 @@ def add_cylinder(self, pos_x=0, pos_y=0, pos_z=0, radius=1.0, height=1.0, rot_y=
             self.ncell_per_compartment = len(local_cell_list)
             height = 1.0
             radius = 1.0
+        elif self.draw_mode == 4:
+            local_cell_list, local_point_list = swc2vtk.GenPrimitives.line()
+            self.ncell_per_compartment = 1
 
         point_start = len(self.point_list)
         for cell in local_cell_list:
@@ -305,7 +308,6 @@ def write_swc(self, filename, swc_index=0, comment='swc2vtk'):
                                                         record['pos'][0], record['pos'][1], record['pos'][2],
                                                         record['radius'], record['parent']))
 
-
     def write_vtk(self, filename, fixedval=None, datatitle='filedata', movingval=False, coloring=False,
                   diam_ratio=1.0, normalize_diam=False, radius_data=False, type_data=False):
         """generate and write vtk to file

From 77bc7ff61c81131c0682ddcea716359b30584354 Mon Sep 17 00:00:00 2001
From: nebula <miyamoto@brain.imi.i.u-tokyo.ac.jp>
Date: Sun, 29 Jan 2017 19:28:19 +0900
Subject: [PATCH 13/13] add annotation manual

---
 _docs/annotations.rst               |  53 ++++++
 _docs/drawmode.rst                  |   5 +-
 _docs/index.rst                     |   1 +
 docs/.doctrees/annotations.doctree  | Bin 0 -> 6617 bytes
 docs/.doctrees/apis/swc2vtk.doctree | Bin 56691 -> 67103 bytes
 docs/.doctrees/drawmode.doctree     | Bin 7908 -> 7862 bytes
 docs/.doctrees/environment.pickle   | Bin 25042 -> 28569 bytes
 docs/.doctrees/gallery.doctree      | Bin 4280 -> 4282 bytes
 docs/.doctrees/index.doctree        | Bin 5929 -> 5959 bytes
 docs/.doctrees/readme.doctree       | Bin 5263 -> 5543 bytes
 docs/.doctrees/volume.doctree       | Bin 5182 -> 5198 bytes
 docs/_images/simple_annotation1.png | Bin 0 -> 7096 bytes
 docs/_images/simple_annotation2.png | Bin 0 -> 9508 bytes
 docs/_images/simple_annotation3.png | Bin 0 -> 11686 bytes
 docs/_sources/annotations.rst.txt   |  53 ++++++
 docs/_sources/drawmode.rst.txt      |   5 +-
 docs/_sources/index.rst.txt         |   1 +
 docs/_sources/readme.rst.txt        |   5 +-
 docs/_sources/volume.rst.txt        |   2 +-
 docs/_static/annotation1.png        | Bin 0 -> 7096 bytes
 docs/_static/simple_annotation1.png | Bin 0 -> 7096 bytes
 docs/_static/simple_annotation2.png | Bin 0 -> 9508 bytes
 docs/_static/simple_annotation3.png | Bin 0 -> 11686 bytes
 docs/annotations.html               | 257 ++++++++++++++++++++++++++++
 docs/apis/swc2vtk.html              |  36 +++-
 docs/drawmode.html                  |   4 +-
 docs/genindex.html                  |  32 +++-
 docs/index.html                     |   8 +
 docs/objects.inv                    | Bin 620 -> 673 bytes
 docs/py-modindex.html               |   1 +
 docs/readme.html                    |   4 +
 docs/search.html                    |   1 +
 docs/searchindex.js                 |   2 +-
 docs/volume.html                    |   2 +-
 examples/convert_allswc.py          |  26 +--
 swc2vtk/vtkgenerator.py             |   5 +-
 36 files changed, 468 insertions(+), 35 deletions(-)
 create mode 100644 _docs/annotations.rst
 create mode 100644 docs/.doctrees/annotations.doctree
 create mode 100644 docs/_images/simple_annotation1.png
 create mode 100644 docs/_images/simple_annotation2.png
 create mode 100644 docs/_images/simple_annotation3.png
 create mode 100644 docs/_sources/annotations.rst.txt
 create mode 100644 docs/_static/annotation1.png
 create mode 100644 docs/_static/simple_annotation1.png
 create mode 100644 docs/_static/simple_annotation2.png
 create mode 100644 docs/_static/simple_annotation3.png
 create mode 100644 docs/annotations.html

diff --git a/_docs/annotations.rst b/_docs/annotations.rst
new file mode 100644
index 0000000..9ec4a31
--- /dev/null
+++ b/_docs/annotations.rst
@@ -0,0 +1,53 @@
+Draw Annotations
+================
+
+draw annotations like stimulation points, samplings point or synapses.
+
+- :download:`simple.swc<../tests/simple.swc>`
+
+
+Draw marks
+----------
+.. code-block:: python
+
+    import swc2vtk
+    vtkgen = swc2vtk.VtkGenerator()
+    vtkgen.add_swc('simple.swc')
+    vtkgen.add_mark((1.0, 1.0, 1.0), size=0.5)
+    vtkgen.write_vtk('simple.vtk')
+    vtkgen.write_annotation_vtk('simple_mark.vtk')
+
+
+.. image:: _static/simple_annotation1.png
+
+Draw SWC compartment marks
+--------------------------
+.. code-block:: python
+
+    import swc2vtk
+    vtkgen = swc2vtk.VtkGenerator()
+    vtkgen.add_swc('simple.swc')
+    vtkgen.add_swc_mark(0, 2, size=0.5)
+    vtkgen.write_vtk('simple.vtk')
+    vtkgen.write_annotation_vtk('simple_swc_mark.vtk')
+
+
+.. image:: _static/simple_annotation2.png
+
+
+Draw Synapses
+-------------
+
+.. code-block:: python
+
+    import swc2vtk
+    vtkgen = swc2vtk.VtkGenerator()
+    vtkgen.add_swc('simple.swc')
+    vtkgen.add_swc('simple.swc', shift_y=30)
+    vtkgen.add_swc_connection(0, 2, 1, 1, size=0.5, data=2)
+    vtkgen.write_vtk('simple.vtk')
+    vtkgen.write_annotation_vtk('simple_connection.vtk')
+
+
+.. image:: _static/simple_annotation3.png
+
diff --git a/_docs/drawmode.rst b/_docs/drawmode.rst
index 163c09f..377fffa 100644
--- a/_docs/drawmode.rst
+++ b/_docs/drawmode.rst
@@ -11,12 +11,12 @@ Sample Program
 .. code-block:: python
 
     import os
-    from swc2vtk.vtkgenerator import VtkGenerator
+    import swc2vtk
 
     filename = 'simple'
     outputpos = ''
 
-    vtkgen = VtkGenerator()
+    vtkgen = swc2vtk.VtkGenerator()
     vtkgen.add_swc(os.path.join('swc', filename + '.swc'))
 
     for i in range(4):
@@ -24,7 +24,6 @@ Sample Program
         vtkgen.write_vtk(os.path.join(outputpos, filename + '_draw'+str(i)+'.vtk'))
 
 
-
 ``draw_mode = 0``
 -----------------
 
diff --git a/_docs/index.rst b/_docs/index.rst
index c305d39..331e989 100644
--- a/_docs/index.rst
+++ b/_docs/index.rst
@@ -13,6 +13,7 @@ Welcome to swc2vtk's documentation!
    examples
    drawmode
    volume
+   annotations
    gallery
    apis/modules
 
diff --git a/docs/.doctrees/annotations.doctree b/docs/.doctrees/annotations.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..6652fb217e943e22f75adf61226d5046e8273dc4
GIT binary patch
literal 6617
zcmeHMcX%8}6}M$ex;quia!KO2T#BQUW8K+K3_-+!kdOd^Ban<E0>@_Wc6GC8Z};BJ
zu1a7bCIl>6Ahgg!hY(ump$1Ivz4zWbp~G)xcdsY{oR8$6e0-mD-`?!ZE5G-CZ)V<I
z-cz&uS{OL4EPB3W%bfb!u)QEhtH%#fPef}9EbEyKJ6LSmlGaAlTbSOmYSk)BnDco#
zU(470M$;65T9j{?VpdXLd3q$BVS1h)n1SPalKRWjL+Q9&^vtG&#7ucQmk!3uv*nPj
zmtj=~P5{$<&#>$nNx6sy*f3N{+i2KQnsuxmtk4h}u7yHCy&?Tj)NC3qvz%que4+Ky
zx-uIz!@!^M{Q$<;h74dYjZCd({mL`PlC(ae(E{&dTa;T9aBHH&t%=yK4ZNR?==YsY
zZR8m?6t7BM+QhRkKnaQ$ZVp+d#vRv!k#tOjj$IDAv}?-G932PDw?uS2Fvs%5ovmyY
z>x19$khbw2)|ZTLpDqHp689T+$+N4WYnJLxP=fLM=7QOhfl$g)hp9y&1KPp*1GBE&
zrabFU6w?VTX9j_As$l?7PmJiK0?SxoQ_Yifa)tHRTvMuW?X0j&)vV156_QgbY>h&1
ztU?98(PX{x{P7Cy;{9gG*1C>o)2UNE5SHW>?dClk7)%tFgMetec8-dGpcK)b0^h2$
z=v<X&XLn@LUcQZQ;oJERo@c#!5$)qJ`LqH*xx#l=_$d`WR^j87kV7+1^qsz3-9`2S
zl6?QlI_`AkA-Z!!XTS)q^p(P@8CI8zKupZKFq=F_cY)QD5#3c;eO{W*9oXkxXV%Um
zqZ<g5igmu}J6<4n=cU<b0;al*NAkYNr`#ygnH|1nTk7b5^7pKj{9T*+dpExSwlw7K
z0Oah5?x6rtMoq2=2y)Q11H*MBpgjkWoEy<Sv4pMa@MEB37M-U&IlsXA;z7FC^lG3t
zp#q37#_^0J*_V2D@8w}o>I^5a8#%fUbWTNdUloQ42%5C~dC&DtYw}X*0B5@hcAQx(
zmXPLwEVakZx-^%AjprtLm2JtS`zZ^{D_~tt4Z1&9(Z3*~2Pn0t-a57PK&YLH)p8xz
z3s=xJ)u%XfQB5|v<1G|T%Sx+t?4AKS+9(h;5QxE;gArY<LZyUXkoYv3V$q&V)5^IA
z6<9yks{%irQMsF7MwjUEc~f}w;3ZTf%rQmX4(K7%8!&GL7^$MCS$@NGJVafGkqs#8
z7LesNCpg>+D(k~A$^t!fdH~Wo$U+9o%s8&CtJI}>duT_BOvP)B$1MoyA`67+=BNe?
ztcdIw1Nb<TfJ*fOTe|?o#Q7z5N2%Dx4=RWq&_-=X9r_-I)Sr#Wg)E)N7E&Ljr$13f
z4NV1<hxm`H8tz5pr}L9q#ZORJH@kvM#5bF$R3vy-yOm3GN*1^(gh50h<Y<$0A&fVa
zIfT_qaz@v_`7W_Z?Q02JNSx}Bun4Cvi|FABASEqWk<W>XM%DFevpISMEQ%s}q_XG;
zKmwzD5vW6e+Hi9CuiIY!Ksr!77|fn;dx%Kji^6#FUL~)AC55pz#$#PCm5+tO-r}C!
z`SfEPb<(-aKCq{_zcqDUAle3$wj|-XEh&E8&Z^FthEh?~)7wb0p)PmnQ7T@SgBxlS
z^L$B%mRQC$y?Tg~2R(Ya4+u0D1MYh)yU=haWz)pj;|i8(3R~J@&Zft-$`~8wPMy2>
z4-8O9(v^|gsp85ukOuv+h|?VfS9%;W>~KU&DGj0(Gt6lK%p5%)ne~K-o~SZw7jP{W
z^ZL!?WL}-t0;iVLYNH*{y~U<iS4BHv0_)XF=t(MWPcE=Ep>U?RL)d?oKv%V*gpjaY
z&GanCGSxZgDG@!Dt=`42l1ZdCCy@%Pc39O!zdE9)r5<(>{pnqdq-XFAn&{8ueVXXU
zrZIn3O!R9adbV<2ovbxYFTD7i6;9UAfxB0C692hfY7#SB!k>qP`Y#fnk1)L;q8CCr
zSJJQ1Vd9GF*GBXrWz$Wt>2{(z>VW2A0bJjA8*@CB-Qsx)oF?{*3;fU$?_@E*g0~6F
zI|+JR8myN9&pQMf^iqWVWf8qR&E0F`uqz(EBBEESu&aa2(eQAe=Aj~D3b1D2tB!_&
zdM#bo$v_U)y;`yEx|DT0Z^63jBYI70c^B(m+eHU@9p9u`_j;butQ$)M`G%NvH$?PC
z<*K@s#;i-PaBqS;*LM=_&0UfcqP66`1&MJ>A#Vl9Z;R;dP{EbJ8`|8uF`{=U&8u+S
zz5Te=+8M!xG0=-UGl8*q;IuuhO*GkzjhgRy@g+2&;$CdNZ9?wOqavCI_O;giFPm>$
zSBsh{)S8;_ycN_OPb2y+MBx8mj*Zj1k#z5g=)EaFZfrCArik9BlJ01C*wfM-HVuy^
z_WO^9*m@})Sx)Q^C}JN;iM_v**w|4`b;4!?fiOKe<BNtZ=!0c8)au*d*e>Zq5q+3t
z@EG?RJ`&MK*@#?hRDIV-XG;25g+9*KcXfUA>Q7YYlWgO%>FPox=~ET@G|S?Ol60#+
zQ=!i)1KD8OUeeu+&!L;tvasEV`h11Hpv+PyV%Yt~GRrtP=ju+=m(Xb%>a<1Dmn-xY
zHk2xh4ftwAUt=Q<jvoS4G~&CKq_0=#8!RL3AW&Tb`esMtWJdU2V0%{Xpy`Ha-qE*w
z`gTO$DX`HL3PUw(U^v=x--Q_)AlereI%-X<!-dhoIp=$2HYjFln2Od~C|vqJ+scEW
zDJM&%!1vJ`bnIZJ=!<%Z2MxDGKVVrvP_vb6`r%=8<?LqrRw?O6Wi~9)PHLjAG*n|y
z(vK0yz*jm_bAG~l@kT7tPjT{2j@6iN+4M8kgGSlUSymsz0yIeI7s^BpuHo8qwoAW6
zQ)v)xprzu)ZN6Wj>&HzO?FT*K*HgW0C@~`GUHzua_m$aJTL@nm@ZGn7s1bkVIQF>+
z+;7>4GErg)heB7K>3_$1E%evw^!qX!u^Uxe1$NQ3CAV=I{=*X6=7&Ku4E~+WKcZy^
zG-?6e43iLBFKieKD#Phdh{-xDY&4BlPD%PRu)@XI@n-yF+FvkjSY5=G!H{K}4f<=D
zZBn?ao3e_Ufer}l4Q%=w?jUw^V&|UIE&4lKZ!b7#jUuf>nPBq|VAF>(Jmb{qpGmBc
zadVDza8(nkjzV}1jgwi!##P=muutGtg9e~jjhBbnHu%$M@vR+uL*If#4<;?KHMTb=
z)@Wg|k7)RY7JO>BVyzw?L0iB_(xDY*3(s_==+)z+3MI6Fb$c(yK=f&u199^cJtl8f
z^y|sPDtAHQxB((XMvtyr788-hFzXG2nTaz*PCe%mQNT_N#F8AZGmK(TP0Q*f6Vj=R
zA@zNoVL8&Q0`wR`F|5~SL3iBzW}F4FPEEtYz^oecjumh*f|02V8}3d$v0hE=Wfz?X
zlSb8Zf6~Gh8}N<qVC&Fr3DBriJi_%d5F0Umm}PO#j<3~X69y1LokDFCH|x<siF<Bf
zP>80t6vtp}i4CfhNr^6w#Td({T%VtxFUB`o&2`J3D`B=QiR08X6j?7Y7mU_TR%}tj
zYhB-~i{sVf)^7N^nI*Pj3cr~Rt3qhB!P=%)_BfW<t{#Sw_nkrCfx#tqe9U9pwRJH8
zr~x;Uj<m>Q3J8-#L(@Tu6EIj|n>9Ba57%-1I|4dNh?^x&#M{GYOPTYaY&>)lhE$o>
zK&Hi3oUCMrRkmsQj-d;?*r^t+(mil-3Z5e|hR*`ufTQqc+)Fp2QN4*@AF|P|pELB%
zB?@}MI6iqE`^<@v*rgYv=^3}pl0H8g-EpgcWz(WA#i^KD5xeoJ+h}OQiwS&*L=m51
GwfHZz#tiQO

literal 0
HcmV?d00001

diff --git a/docs/.doctrees/apis/swc2vtk.doctree b/docs/.doctrees/apis/swc2vtk.doctree
index 6b6fd61718001421b50853092b41d02fe47833bd..8e83ca37d7a85d33c0ecdad55c3926cec23aedc6 100644
GIT binary patch
literal 67103
zcmd6Q2Y4Gr`hEzcIX$5hz|=Spk`Q_cb_hKXN+J*?7}-`LDYj*e<P>1R^w4`fdgthb
zqaO9>oueJS!%>dj>;L`UZ%3Myc5R0r<oQ2NcC_=gcgpw8?Ck7rN6*HlY-4*N-JBoO
znr%wvtK_sL*;=T|EjH?qTu(2zculNdYoaAtnAeuf=a%qty=vkkdi3a#pVK&gc45|-
znaS2RlWs{D(zBEK>XvL%dvh|^drG`Yc-k8@BcJOtCB9aa)R=9Pt-BO;jLEm9k|vq!
zJ3qdHBLQ15l{AS$)>t$Bro_iZu#DNgFbisxe@tU@GGXeQ5{1N!G~iXukFVV=xj80X
zNY<mMx&HIxW4a}hXlfFH`j&*5l^ZZWJ{VG33Du3+)&i<FpBp$OKFm=Dc3YxBQ{rPC
zid*PliSo%peUnMdsfX@lZt(p0_-=`5fo5l$(a81Co*ObhU@*{{W$n_C$fGW_afZ&1
zuhT7qDD&*3DX<QQ%@6c}=)y@Ivi^q8k1y+(K}C(3ivP{o1S>hWWU$<wp>LemoNjGO
zn)>w`lg-V!rRK+1b2N7%nOiz&q;uFsGi~GBa?31Cr?HZ`W#`9hx(96xij>SPw{X2#
zT7CKX@ueISwqEn8^o&Aoh57M~9AYO`GbWX6No$X&FTx)YEOht8b1SN+012atk0`fN
zAiKIP(KstHGnret`_ZJay&;=!%2ju_!={o6=_S(HbF0jcukX}E=PeJ&_2})b$;LuD
z+nQT7SPh-a79-PY^W&qtWig-1&Z*BA5`|=L_4)Co9U0r0X*ynRjrs8n9cnZV4GoFb
z)-1H51Pl*r2Jv*(n8gk-a(;Z3?pVy#%#V-i4&xX<rshU<w>|s-=eFfq^V?%XF(Bm&
z=>i5kl&>i{BcEH_%Z-i=YD*Zzww7c*kKUEftusA0CN`+C-57-H`h2$CG$wOnr^Kq7
zl8sr6K+?YBro@IN+6&nk*=zw-hR9e*m_lyd$&1DM$atA<%IC&=x%FyNy<;Q%ZoN*R
z{?_pa%k@)zVpYyixk0Kg{`$pMuu^WDS)mP6Rru?VzXA9g7#pn0)+vrL8>I%thFJ|r
zt>DI~!T1}3zoGaWhQHzXTM~au;csdDErY*h@wXiQmdD=;_#1)074f$c{#K3+wtB5U
zZj!3T-zxZ96@RPYZ*}~wfxk8JHxhp}_#1`4wNh)f$NDy=(#=h%+}x(qbDNb<LGtQB
zRk_VE1DW9Ew!jPoBc0z2wXq(t-e@nhOs+1~GuGSBpU81+Y%1H59NU^~Xm3u8otZ9-
z^^uOP$HXQ-Hqn;O+pIArU&w74>r+U~l=jL^iuLg==eCMfB?<+TZfGx{H*D?YwyBBr
zZE9~5zI<-m>9IbI&53*-zqgwn>)U{!WTY=`KRvd%H2V(IbCXk>Bx1dkf5+*$ol+|&
z+G9&FTu+(Y6UzK)R&M81&lD<QmzwfgKsRkpR^@g@9qi`irq-ltIhF9sQ;dYuQgx{b
zsfnpAQ<Gx7D3gn&fOz+s)V9-8+f7exKRva>^wf^i+fy){^3Cm0Zf#m}E~b3(P!oF|
zaY$}2FSj=!q{Q5A?G1_chLp6<K3;A*vSU3;C{kOA`F#WCbM>hW62Oq#FV!a@Kzdmq
ziIfzu!OJyD0cFlOwKQjJg4TVsY$+Bh8PMt%s;Fy5DqgN(CZMOhTw0)uwgy7C=rdk!
zRw(-BfSp{6&Uk$f^IIS|@y)fS)=x?av#H)JVP9Lqwi*^O=jDtPvCFA*9xyX*p$h>p
zexZx%+fnE)b<RdL%<*z_r5Z$kj@8hJkvrWwSE8%V{bhbMw<<ReEwaCtJHS>A(8Q;q
zWg>mc`dA>kjcJ>=srVe+sC8y_c1Cr0y&Wk1mWFelbew}~q`RWiYVX|<z6MV>>12L-
z?%*1DJG5a2-w|KQ894%mt828OMzLNxYqVI8DTUl2Y_7%p=4x*!_Y8!Z#7vWDOI76#
zMa3NE<qns2l*!{Hlf?MjRGn?Do|bB_-l4s<x_Xo9b;obI-bR~_A6Gqo+`1d)j?m`(
z>niX_RA9d%$lOs<iSxs{j4fjBXmpwG!aoK*=U6Xyob((i%3<pJQWM8}xf7%&<N~J-
zBVj6QHm%mkn>*3(!~mBfqLac9EpC0}WFQJta|*1V>g7%o>!R{_wJsg>bT4-XvKe{M
zL8rhF`_Gx3^q;e8QXRaC+t$6_tgc}&uTHmychOO)rP)!=mX0!|)KAL22UpLHRk?G3
z?QdT0+#t5t5<<<LCyjG{4JHU#?eZ5K9qZkcZAqkCa~H;Yq9WVoRdoMsLq@K>a~H*X
zfq__a7h?p0LgrtRy4V4hyR@dluZ6WfpT;m(Xg3&BE(6BPz1$VjdIO;|P#w7|QPF>c
z%Qt}XSGauesxo&K`tP71!rb4bp01Xb%w3aOIuYxwUYxtO+&N9M&9t|s8*vR>mAfu*
zO%sR-x$DuBZt!w9Hn^cBcatdZJEOh1nKOU|sVif>w1RKOETh+qv`i8HakN{#w?tHL
zY2I9wyA}0&o0q#?>bJLTvuaf9<%sK2-oY$yNhEiN6!^{%AF=%{_fNP;NmuSJl;>_Q
zcaQC6w}nS^wS)MMiAz=PUf{aV%iS-y+$)AaRgH0Q4shjj{}PZ7bO!Q4fQ(k0dkCN(
z_HvI{(D!u$S`j}A#E*Ho$03oDerYSPAAzyao)A<|c82OHpsMWVPXo*|UhY{7<}rdv
zVgLwpY`L<NwVSHkzX9nvFZaBagR8JjwXS@&+zW#0#m-Q@RFjf8_8%|zvQ_n*6UScZ
zB#yl*acm+wma`&LGpf2Kbc7AMTeVy=rm@_VM7(Yql^V*>_F6Esr6h>G?&aPn1IF<6
zW=-mXqf-&lDs@qO0C1@hwUK)(bxG<i*M;7$Nl65H$IHD71H4uYM4&Nlv6|AeC#*Ye
z6x#lE#H7|m5|dm2x%V)#Fdn_nc=SPPXd-oOs<T-0A$rz-z1&B^So5(6E{HFO5=53Z
zbu)T-Fy4Gplag@qsh9hov_>Dl{c@k7M&3c!6L^dspLf>TzJLq#DK<=X?n^-Y%FBIi
z8~9TlSjFAG@p9ivv-AhM(-4k1dfa!Nnfo5*%H(rDz~ql!?k8*Vn@*fxrZeb0Nz<Ip
z!{vSktY5s`uL4VAp!SIpqS!EogMd`-H}SyVJ3(oBEQaAU)Y*%gs?1_w8g+>2iNrID
z<5&h_YtJmf-14ify3{YYurs|tL~WE{o8HJd;t<mZiD&v!meZJw*g&Ne$HO8D(@!bw
z4G2#u1RzsI;r=CI@ecL{2|Q*13FU~K$&2Vg^f3deXON@Ei9u#C^P{HYW(dh0@y*dB
zy2|zkgHW{uAu|-}D&vqDhHTFar!AfC`4A-<nI)OOPyxv-1)0<(8A+V5WR|8XL?*Kg
zetBkDp6f^%^jKTiR9!~UAugp+1%LfqX^a{+%ZX8qN@jVY++n&|K{Bhmh)re$xX}4l
zMB<s1a0~<~v$C&bL3~M+D6G_#A<9%kh*8R{Lba>%yf%dpm657UP0aX+B~Y2wNRI5B
zW_1w>ge$WKvVeL`B%T>bd36~vSPWgJhV)TN*Vz&me=BfE1T$-qFB-?%p!=Td*ZXMX
z0LD5<JTr#k3PTJl41_8(mh^EBJy;78nasK*M_Mnr`gm$v&(WrR&eka%e*Nxf6Nle`
z+BPg{OSule5%VJ*eq)k5;#-Kr`?pj6pv#Y>%WndOAuhiuvOTjItyQ}G=FDF>m!AL`
zxV$8;%Wpwd;_|il<(WF3*Yc)fS?9OKm9b~z(ba`)Tm6hgW3s*}ooJb`?iiV&WCS;Y
z!K_6T417ptqL}r=!Imrm!oeiT9NASk*a}?e(OV<&%r-a%!@;(`k_DXAhu26*K-dmq
z8W6Up;vIOd0YNGn0l~-2fH0ZlNLMgBibyaZ?1U`fo`S?PJ5ydgQ4E#>!Y-ums`PkY
zr`w{nf=Cz=b|YsrlBu8riL1y=Lmr^Ska%WyDo`k5yc87nAU&>h-qeihNfpo-FZQHl
zG_<{ho>>e>^ya;hcxE4p)N<K?#w6}cXJ)ycx{TnH`O3bM#!E7$9vLX#en>o%z|o(;
zWyA=|mztE(>4`PoK+Z<xj1NVnS2&9RX(B^3kR<2;5-M+IfCx}Ck$5IWO<L(<+y#Y+
zj-4~5$((VR)n9F2WFVbIayhDynNu^hwUo340%<GrBLiuc<c|1OPLI_4(tj|VF2!)#
z2DKsKG>2@@7}~51r+MZtTsSR22H{i^H=MRpm4wsT_~n^7Jg?>b$ME3c7dpxnB&Z5{
z1l8Q44XO&v%oXE)Xr0H>Ahhl;nM-vQS`Pphy6AyOJmcXQ46O(GN)~XHy0h8|39tu4
zSOaVa)gQuh4X{%62(UhK2G~PMj_lOtFcAp`*u#+p^hY4^%#oB=2NQ#(0DBba^OYVS
zRMDN$enC78vqzIZ8qYDH15c$ob1W!;bsQ4U98Wb0OMsMu?FpoxsPwLaZ4e-X?Mal3
z26(d2ZM-{$#!mH($r^1j*q#=ur!FJ-B-oxVsT*w1KnBWpCKAt_g`*9&V#JMW*7(`v
zJV!ahgQW!9zmcK5KqVmOf*u)c&jS&l&PU>z3#dseU5vY+oM3w)nJ;pf)sJnzWU#%M
z<Z@IY!S)hryR@V&5Nt1Feq^w{oaByp9a^TeU*!)5+7%gSuYk&sKzk*!J#!W9RR-F>
zGk@U%?bVP$pq0c8wAWCT1lnuy%QM&Uyf$8qA_hZ=Q()<pTuI9aPK4AJa4&+3))EAB
zy%_ex=?%n;aC)O;uGm#Ly$M|CgbR>(=4Kp&;q)KAk_Ghks5%G<rMEy(L+PzleH+g;
zluG3yl=`R{N^d7Qvdfw~L?jqW??e`m{}YL4?xMW9j~Fb4(z{8&N9nweU8*>Q(I6Iv
z(R;}ojpaVjfkkermsFYikqbEgLgJYRs6ycgfKmv3ko1R??krzbKw-dqn0(Pt9s%8k
ztVgN&u}aN|Q;&!0smll&37Ahv8dyzx5;-W&Q%F4XG>$f6iWxUJ;ikWx2|h#SXB}qs
z2;0&OPX8u3vPh~;E~%fRw&zRQ0>SA8=0^sn7fJ4jZy#u+;%2%(7^OxqO1%W#AyMi-
z$o9<3G+Y^_USa;iMX6UIgD5458>L>ODv46B<CkaN;CXF)Y9~>uRPv}f;ppmAGCea@
zkc;lo)h5xDZqM5ba48xB+w4Uh*ovsln}WcPaBs1^h;VO9=7_E$+&kbxPktAPXWqjx
z7~$Ucl`M#_(w+JX33VSpgNC{f@yj#+<++ABX(5C<A3j6fM<ho&fcaQNf}!pcWT6P3
zBJs@sD6g?a43<LOXQY3w^!V`bu8%+y1jU&51%;wPeF-{1Md&nNfee6OBk{~P)TICg
zQYrX-OZs<8=W5Wx_QneI43pneV>J37gl^;Hj|B0P4<azH{5e!lT}E(AnEXXjcV77`
zGEnZ{ka*^I9Bq^oBW{$m#(Q8hf@c=P5uDNU%ARB>FHi}{;-CXa_(l8@AOch`B%bL_
zP1+b@JPcGHa`shDe_XSnKxVo9NQp*M1v=2^fM^9xf8+wj03@CnNEHf0%!R=iM9#s=
zNo}PlBrt}M5)ET0=st{+pc#f-z!;7Mw>79jVTd^whBM1vip)zp%o+i$A9EmEhU9WM
zA+zjdscpHEw!lEPJo6(5vK2_~h;IsSmTiuIaO7H!Bi9Hh3mLgqL^keP&=Tv$0_3fr
zm6^YABUd$KFmg%aj$Erym5f}g;umgN@VquYxgzqisBPK&x)W+J8p*#=qpNW~enQQ<
z#dF!+Jz<;-S8dq$gAK*9Q+NWGjHO5zv1UT?BAAK`TC=*C^oOW5STGDxYf9#FT@6tq
z!G%6rgTynVa10JnYxznR@adM|BwS2~j7e)lM8~AjRJsn&bxe}F$C%{f<(M>v<jB5k
z#)?RAOd5wQU|tuAXU0=r{YnhNuW%<6x4q4Jq_3~^_!53EMi>vG;2^XCxuQ{Q2s%($
zC1xX>1H#5gJhKUf6@nO52y)+OQ_?q6Iv>IKgB_~^H3y%~sW=+-1fkpbzXh?>`dDP^
zfR9B2TwSOp-2Xtn3_lYk)mHGO%$CSP6-+|nnXPcN1CSVUqnib=H95CY&NxP?9^=IH
zw#+CmM9K7apu;rzVQ+hC*+I3)Ucrp$4YN0yoI5Hfx8lJ+VQ?qrL>rs}It=32W85gS
zGg6q{1&L>N#nBd1)Q6efjhs`JlUp?W;32lBF+19J4D?bxOUN<1BMSibK;jueWdVqx
zFaUd!b1&sA)$`uWh&H_s=uSOPr<Q$H3+q|*hS{qp=YGoR)N_J4(FPkpFV%A+&QQ!I
zB%Vo9R6R=6hnby0&Y8-|8#p#7OGT%cA8kAhI*iMGA1h`u$OD8~NIcU_1qwk-g+XW`
zXRC5@Lt0=o5FA+&qj9u>4ji(XEg)-hAOMU(;+Z_PC>Sy7f^jAf1v0lg%sLp^fXm6l
zY?8|ng-jmiP}|&+Haj+ZQm}c<kDNU0PjW|mGZYLPa`5zLcc%}!b=U4@>&w~00nipQ
zdpHo;Sc#`8R*pr;*~3B1?{xMcJDO-u&6$HCg2{s<?&P6^nq=~D2!46yP@dPuw}E(Y
zO!SKik9TJe`Skuty|}e~Eo9yxg~7aG5$!uspyn_!>dzbwXQ?oAI6^Y}b~ST25?tt@
zM<Madd>n%_hogNZVf#+hc*xx07zpXy;aI9Yj_0+p0Zt=To8v`wT}IjhlL@~FoJ^cR
z{>Z*<P85+iH#7z`o`igq<zytDIfY8p*#rih&7V=6O8RL^=L(u%l5#MdQ=Cq|XfS7h
z4luHh%x{e|kpmcKA@R)F6jvBxSYgPl;vCZdrgUD*E^L3Rs69?6&ZWj^z~>3wj^^hR
z#05SGDTIQM*l=N}qPmO#m)XQcl4{9S$XtvZl>8DTp1Bl9JIIL{H`-bAmyz>w<tz<y
zS1_Zz2qnu`f)2}eGI15P{9UzhkQ2RO_O2%9HOlD>a@R5^+TeAd!yt|_nYbP)ig^PP
z&)kTkEvBdsGkX&`7bqu3D;rCso^NJ;wDEs{4&yS&Sut}9@&MshB%ZmA3bc=jsW1q)
zlk*Pc3=Eh8;ZEj9L-;4?J_H;4%w5O>gu9V=<{m0g2x2M>!oB3YPdO{cO2KhIiP1Rz
z1v+q4j<XMd05A_C@ytWiqF}_R3&t5|A13o74zmVt8;dy3K1y;qqTo2II&qXo@62OV
z`*=yMeGHHf;F%}N6`Cg{hgW80&qQI{xOoc1)W-4zn|WG(4w3<M@(}-N7xN6Y;ZZ&F
zEPi?B-#o94c#DB~PE^!o1R}Pj;?YDtzGt4NR7D|6W?m41c$C%`K}F@igv2xdp|0AD
zZ%SaH{{3yOFO%gJWud1k6y5{u@;V#!5&7_%)YYrdiz0Di^BQeLPHbK$xr4hY?e2V}
zrAO4{H4v4}!D-AJkYy{_2e(i-Ja=W@M80R<qUKJYL)&1}4e%)1#(WOVybb<hll(dL
z@Q$d|=ex|igj3nH7Q1;*m^*#$ECBa?u%oR%K;oGXsk}Dhmq98(+ghsQzhwDHS;C$o
zGarLiEPBR8{RyQiQQHU8%%>t6`fQr{A4ov>84}NYPDQmD-;`h~^~NvA@};skz0p3i
zX1*dRvJ-txaz}i5^p&a7d34h2Jg<f>H7d0dd(Ags4w?LZi)_z)M@<^B)FT7~=fB^R
z)am@U`1qOm0nC{BO5)CZf20nX`Tm4op81*QwecYeyhh%=BG2qh7&%gQ_6R1-VPzB4
z|J5hutsv$X(dSQ3f2C<mPk)olm2`S46L?gWeZhqJ9W*pykHrP-VmJmTr9F`&q6^~q
zAvJFnmmEAA7JNp-EP-sDi1xxStYz~&`0Q6ksss~IA0#KBeaKhQ{p>SerZ4E|eKK9r
zCO7?%1H@HGJky`z+L~fmdmJ9}G6P5-sC0cIr&Me_;8g}j9_%uM$Q=!4Fz5io$9o)Q
zW(e{DX($rU45Jc-Bp?)$tgj6xeMzNfSdry0I1gTm9MLeA1|2YPWQ#0=AF#eG63;A$
zqn#s(J+&^A;N?kQLFs%n#p#O`^}+e=2r@?lSrK$Qzg&sxSB_AR%B>DnR+kZ6GRIv-
zQhjE|0cKW3HcGb|63?uTqb;2nMCpoqFP)p)Ymj+Ohgtp1_B>8EMv@#|xEj*s?)E6E
zTgy==21*aAnYBrZ3|^y2?%+*JeIto`X%BA{*DXGdwgzL^I*<v8VPlZ(nXy!;U91F!
zF>D-3oyIWnCI9k$U2r3aN#X{v@l+x~Y(4z)%=$d9jjy3SZj4`uxf8ZYH0P6}tLNDt
z`|A&hY=RV#O>P(b8IjGmX*LkGet_GMun^!jlFT*21Kh@-q5o`x#50@X7z}Wm`JxMW
z6ASI&8%o`*4jOn8&1??t8m^U3puR15u2D`a1tpg{LzMH8(xYq17v0zDL`0*UsxcFh
z1K3+4@ysNOYkP~~l2dO*`qoP4gLRROQh|&vz70jAk!>q<>*L$e+V;LRSrPZGN$}hu
zR8w6>Ac}uamQ+{7eJQgevQWsKka%Vaj@Gxukn7tPz|Q2{MLD@t>~}o@uq(66i&6rx
z8|Xd&U&>5H7642`;+YubwU)(D7=Yc$xrcHRfZyc>fJEfVhwVxL_5|Gr;7ggkkOcsH
zBf(~M$}0dd<N|Omrlym5Ux!(J&GtA(w|bJxD<gO@#mC?Fqqc;jtrSr>y>B2XGPpI8
z+`+dg*msh37T%U*cx!@GNO(&k+cPt$GBmu+B&oaMEd_3bH%Z*^mZlO3ZyEgZ%q*Vk
zQ*IIgip8+wki;{AhIqEqpB2xn5z{P+{fO2=B#3COlDTAfM9YGPKGTN8GdUcC5zY9b
z3ph`4%M%{c^5EB)R-ndqp4W2W!h%HkrK%9se6);ev&k9R$IKiN(bW{I$jn6^z|TYC
znf<9i8(NH);@SbEAE<Ofv29TSg<;GiXEc<9K(|5UVCwD&(+wv+BveyfMi5CDJ5*9F
zl!astLmmosI1<ksfuoIMV#@VmXO40tnU8XqwTIanrWemAIkH%#4R}XW+cA!|HSpV+
zq8v+7q!%AYatC+M@(p;Mx$p{f;o~6^;=(5&+cPIpU#JV8L{fKM_+)Uyg(Y!a_!KG;
z7d{ogJaZb)YxzbT>GE2Jxw_+Eo+kTCBCaeD;mSMwS*}cD=5*2O`|%ls13x}fGFJ%q
z<Fi0RuQ?luXU@Sf=*NHaMHj^T0cf#M;ZA%mnAM5Tqq_5XuFpLY9*QkB1rPRd(t|G`
zTV($-7mA2(qS8WMgbZN57>Q>tp|m!#m@T>QrKDe`bnZk8X^IL+^yJGa6b<PLp<7qJ
zl6J20?a0MB?Z{yK_fS1`8G$B#e6^%nG|HH3kb$CIiv+vLakNe>MqDSh#;+&m4a&)<
z#n{or_>IggFGR`sO`!Y6DPtBO1IBMg;+cO?TI*Gegc-kuoVO|`jk9};@!OagZTxo7
zedCldcOV1C??mF6e^OeFixJnjGYPqi%y&D?>Q%OTF?`)aaygRVBqX?^doR`AS5g~X
z(Y?Q1q4}5O@FlrrONj0Z1I+{AN^Quc-3R4oKM7oum$gf~4^gcw?LLfOo_U1lwOze?
z*E}k^>M{b_UE_U>;uXa%*?U|B;$5nL0&HlPCy{vODJrea_%;Qo`kP##K24Tql!eP{
ziYdNZcVe7dRgtT{E|Yl{mJsVWKm0eXMvg4ck=zkq5lHg>qKT`kv<@t9I_{(qIp{nO
zZEQQcsOm2WzkqztyhvM}E(p6XCNnRAzu10%RbBl@jQC5$FB4#8&#<L2uLyIeOT>W!
zyb5;okk^oS=5;Es&G@B~D$yPyOT=%G<xOP?T_S!9v|?psT-0w<suFc^iTE864PPRD
z7bGBj4~b{qr=r@7Z%Qzg`tS#2`A}J$K3rTP{x3<99ql8MJNWL{-JKU-hpZL5{clvN
zhCS<Jh=)vPK0&r;KBaCAit1U#MdSaG)ai7lv}pVpm@%7?#GTE2P8~9v`2xQ@^Ciz~
z`ShP#l$ufIE0EAi0t-`^`oF}z18><jUyCV!Uh@rsVP5mCWY*}sMqZN<=Go>uFrn?g
zN8*_ua12gxe)M(dg^F8F^OKM&7ny%Xwk|UNf?uBbmFH!P%u<Dz=J>F=$ow1mDmrj+
zk@<HK2`n=Az{W*DUkr(7dg5p&17cYFtSmAwPWlo`54?KK?P9Xp97M&{=3W$wM%5d1
zpmJYQ9nfm}fB_);BEiOQYSS(%uoR>$J6Dn3U+EcEZ8;uJ1_zKM8qYw`fk#%q1C2EZ
z`G7GP2{wLHiNX-Wgdz89<&`}{$ui7g(SB?ji<5@oBuB$ol5`pMmZG|)9d%;Bx#(Gj
zq{xV|EXf`5O;93vy>i(5JOVZD7Q47!yDY=Ua?lkLK9)zeXI7vgt&|c(uGfwrsnhV`
ztk<pxZp05s-1xB)l}P+p8Naa9&hy&%{$)+Ymq-^&iJc_%nEG<Bc0Hz{`U6u!_mQHq
zM~$)t<uv#~PP<3J%GC4K(Dq>@DL%qfGjMdd2pp*Cs28UOnB3+F6wRz6cKw*ODk}pq
zYc<JSwu_jxI+)Oz*FfT#HE|5atdYJBeTi8l09>Te&w{JRH4xT|v{6*Q7SC(xQEvZ3
zxR7>45cA7H_gtIY(S9*nMASW9Wo8}ZqeNqn;LZV+XipRn8YSfR&^Xf9RXPWjzqo%?
zl#-W!;|U<Tl<NuIUV*Jo%p3Ta{T<rUr{ywe!%$6i87Zh-0B$5{afh}@nT?T!s@enz
z?iJu@qrMnIRTb|wSpb`nb93diTbIQ{1i%Dlmlvf3U<=S40FW}Z$O3>mB%YZ_d2K5(
z6b4{Ra!yjtA^>=%0N9Gz(Ezpv-2nh8vkkHUU|S@f*^crGKn#Te*q)p_C}+rnK$A&{
z#;_ykz#z{fIS&Hugj~Rwf&}ljp$df|=E7j?Le5>4liEs8NJ>@gMoKh{si6BXN`ht@
zaseZT1n;$>3WXu&!eHz{PI>A9J%`O9fzs~}donv3!(O2K&EZR#y^#d~`yjz<YbdV(
z#84Q3eaTs`oJ9bBf7p-N(Et*lI{>6VG$0EA8j;|2HI!EXVkitilAJS?vtskxOy)-;
zNP!LnflcOV<N-nk36|=qKp}{!FbK`$Y*9{bywILi8k(d>w2~eTB?~&B$i9toanlAG
zAmxzYr7~2cki@hL$yqSTleyq9>)>c(Jm)^`B$tB<E|~DH&1`C$<7g|*D|l5tm!!z4
z&peVl;uBCjceJR-CtKX5-^lT{IQ?0M)1UpJFJ$_20J1%EAdP7am0)uE<B`<e>CZvn
z#`H%LclvWMmB{p`1HZ6@&-2=N0)>klqFGW5aUoBwjW0g6W;cP3uGV=@_$)_CiCIn?
z%q_}Uj+DS0Dz^QZ&S5M!W;%yU<}zK(bdCTMI`NT6JaZI|!I{o{U&jKj+;m!v;j^8i
zp+ILl$I!&FJlCC2<y{VQ0ckqSc>MBk#&aAcBE7*JFCyxq<qFLSprLdpBJs>gRHPkH
zz`#XuMIy7FlSw~C>G3Vmg8%m}QBfF9Y)++(=)#;PbUUv&ov_aEVU<04c4nxix{Q=X
zCN^hDTAbKO|2AhM3$<|$61)fpM?0|*LvFyb0L~@ndCFPZEq*>T$_r64eF5k&ZFh@b
zNG%ts7B1<C-Y|O?lk*bgjANS^Hh)W$zLYu91}_60235dZjx!YV3M8JnlA_w^qCU**
zRpk7;a@y$=9wHkrwy$P(wC!s^FV(Y1nQM^+0M{Y$%=MI40AeT%zzyWQQ8`QXd=oRG
zO)mi5spp%i<sYhr^(=bB?A=1nTb0wP=i8VQZSZ!`OZ9vQ&QQ!dk>G{_MYWisKFsW0
z<h)xsIlSA*DiwVX^P`R53p$JkcIDrPJV3Y~iD&*r1qwk-g+X|LoDV9ezRZP>BnyCt
zm>Uh?VbB3UF2r>lFpnSy<{w4kna3!u=EY2y`NzrmgmQ+?Dg?-rq(=jJ3UmMoos>Kc
z8X!G`#52!QkwOyFE+l7C@^3Of=P>J7X2UQiCC`&w4k~0)@&dKJ=x7^?-_Cl>OC&{3
zO8!G~X+1{jTJEtg+=OH`PDoycu8;}IE6DcDt2CswQ-a6|$!jEacS7<yxG^D-#GR15
zK_xOFc@w{|QJv?t@sa326(eb}l=g>g50=~1f^`uto>=qdZL#Z5Dc&J+Oex-#%+<P>
zQoIKybiwzLc;*8fgHwtReH{^tCl)~XbmG4d*6GAYRR1y0ON%E(>AH+mI;IkSIXIR0
zgxryR*nBD?rNtAg%={1eDA8v~u*027wA%;>IF&z*_=5B=mCp4Xt3etQZ5f2b3Bgz7
zj)wF#=yo{%hWfva(vQgTU8pv!^CDj+1>Z}m1$3dAACQj%{)oggKjCO+24d2U8qU_0
zpUM1-!>nD^);OcauOvqnue5dLH){Lc(N=OvUdr^q{gdb~L72rz?uc&y=aOlld^B_6
zBF1n=jGoXF5-}D>Hr{VfBcTza7fIcX7`?%bh#`p^G5S!6M2x=ph1GnX*Ty#vix?~+
z=Bb@OF)JZNz$1jDpk+~9nFugbB{u!=(VxXY_!uCW!@CF{1Hpv8I0%Vn2ICkEA47Z{
z3wTSUB94mj@X#?7f*Lx8QT1@1>kc>DV^CRA^9UP0euj-D$r;&+%~B$wGZU-GER8&r
zVi_cOfj$*zzY*i5kg*);%PXB*!@F$J3XF^+D^Nu=#t}ldfn-HmUCFm96B@NDlaG}{
z71d<~sf3VfNp%*aLS_}@ps1@N!3$z=w82BnxWU7kU!9z5C}(N9yCyTri%_yW5_DL$
zmlZYCGD@{@x+{9a?5#!4wUyJE?v7?ow83>ihe7|cVhqku%&|y3GmfI#qM|;`?7HL}
zubhE-tJL#)%#Sv{KInd@va@8f0rCK0LnNNrhzb;fm<ofiF*!F;&cK42K-iS|(GWHR
z-G?Bfg>0NNn<EbpCLr<57F3`R#FPucnP1kDxz1tMh-96NBgI6L%fW=qFSn$&NshL%
zkzy;7BIlP|lib1Y*^0a3ruD)N6r(s$Yy&kR1I4z;#+o^8XvLJ!aca3eN!=YNb^td9
z3Q637VltJ;K(Ql!;oU4eujS%XMM#ta;(xu}s5-iuyZGc@hrEeNPp~>&I>DN+oZuk@
zF!@h+$Vu@D4>@t3@{mGffSI|71{f5^Oc9g*__8xgkMU&}$sE<i__8aQ(1UkF;+d&9
z2FI6az7Bl>Ls(^o4=*vu>F}~UHSfW5UH<pG86vkd7e*H!Jx3SWwpaPQK(XVSJw-$p
za(q2zFJz$zdn3W~0+iRjCZ^$p{(N*g>H8`@z86~Ouj>XCW#gz+Pur1BZT1to9TpOV
z+u+0XAFnI+S_xQ<q3Y@~QcxM2nk3cfty@x)L_X?k1`^NA#L<pWV$uy-7D|eoY31Zo
za*oRgk_<`Z1uG$$1v-%MIZOGJxH_9@MmB)7Ai=!{>d=N0gJD3j<ZM$;M;+Z&faFMu
z24X-D0HLJGBO5>pNIcU{9STGYh5?yP&N<5I0AZ*QAahBI1~L!y01!%={gDkI2Oz;M
z0_sp8VlWJdN6v$klR%s>B|r`)DH=!z=splf(j0<p067$iXAYwd1tJE+fE-TFBb2iU
z#Ca0wNRpy~90j@q#6FEQAK3tMG!oAoLmdi442A(YmYl~aXAy|=MAGpjMFTkjbO(ri
zD(OUI1IS58JaaO2C=fB|0&#}=Q^<U(!>nV2jd&dDPb0Y;PbuP^PP*(@JcH`aRCV#y
z5y21wtKr+#GMH7*$eQYzNxaDqU-HAJb!Qi5G2fg80R$ugvxtYKv&E#p&GQ_>t|;c@
z;x^B}33I&r#X1-KXpr-ec;<X+ug&;nm6}4ERDQL0MmpKtRL{@HnG3*#TD_18E>Z=Y
zIcrT}H)E`-#BVMJhj`Q_<g6%2apT;jLNEUyDfLvD%Rqz4%aM5I3M!IL1g%%{q+DxV
zM$kzxze?z#TI*#wrONyr3{ZVF63<*C+_>8=TL^ZsAI-~)ooh*{v?Gwj&UKRN-h+~$
zxgNQw>l=_@BR`II$Pjbv{I;qDjJb)q;b<GOP4lYE0&oEB%}B7fA4gRPfVc1@8sM#<
zmutpX-J6pIzgces161FR#4~qLn_tIw@}yF=ppdfvQ|RTorLWYd3(1x$a~J5)d^Zv-
z&<is^Gz`%9@}yF;fDq01Nh&UUKYn0sp6tbseiuje>UGvBx-%Eap!xywR;m^hqWVFh
zSA4Fp8Hi1y8Lt#I+18m=<{@yw{KH7Fm0v{AJHjRvkCMjAg;;<2dVO26F+C&QXdVM$
ze(~$u?FcAR7D4d1q#^T+Cy<X$^CS{%)yL6x8bP6*W>65Pd72a`!^&3=sSWcCa-if{
zBzV0Hj#i0S$IPy1m$8n$?>QBDo+2-(h%IZ8%g2u;HwjRRreCqG&5P8Y@mu^Qs``(r
zQh$A!CzZ`&Tl^K!+2XHK_BEAtrV4YVc;b<-M`#kGQoU~oJ>xgvn>fMRIYo3f?N7x-
z)7#8u+hr=7OMr;JcO=yrv@dJkMHVXgJtWwWj-#z)F~_>eRJP0qD)b?R{_6;dA-7&L
z!OHxI0v{Iz0Q?i4L|5jgptCanN7>I*)~U>SwlY7D&?H8s@LvesR_2#D@yu5gaVvA4
zROZ*rj;c%nBKp3O)UC{U=38W;GQUIOneTD5l_}<;D)R>w`jJ9EIYMHnlgj*=0>2am
z0Q^^;L|5i-ptCZ6r)&=_cmbhPnfu$yT#TejO=46E-&5$eG8e}Q)`Wd+a(iBT*ZxwO
zy_g+UnF2)g^#)g<GWR!qkcG<Ziv$b6)S|O4F&9;tRVvh<LIWHjG1N(A4y3@Kq5yyo
z=1FB0ST`R6IxBN1WrwLOpHAd-+E(T82t8s_ioT@KZB;IX6VEJ75q(^dx}+kPVP;fC
z3JB4*tfcxJA0^Fl$UrqNj|4lfakPC>Ohr}W2o+k9LMu5!Vy2U7T$uvZMFGHGg(uO~
zxGLzZ#?>ghy2=)-vFP4wMCcKdQt&l}ZmV%5PCQdXky16%xkoWGsu~4^Xj@CtQZ>#q
zYa;{II2ws(*1^$MqnL`S#xW{1mO|qkAu-cQHLgp6@kIet<9a-auEzC2XEkm>*$q{;
zSdB%;-Y7zkn3RHVEOc9qo8SbiqZBDsBi(v4W=2(`fDmn)OIoVN{mleqpc=P8;+a|;
zZ8eIisA{ZJp@|gQ(h(9fA=QX+J=Wiu7@A4slg}vovwE3{nysvKtQY6#W@~0-{F(YT
zIK$heaa4?Ggzb1z*$8%~zP->h{&ai?%1>5#Zl>8SS!g${oQv-mp-GHN#qA`i4lcfw
znSv}--OflnvkQ*4>co&%old?p{tSCpa_&~-L;<Gqq_P0k>@?8Xi(-`B-Id)VLRQQG
za&az|Db{O7D^#zFapYD_**4;tJ&T&_GNpB4-rwAdB=)T0oHN!Z*;+8^WPZBYo8*po
ztzHAms&##1wzW0cSV(7E7j6N2RW4xf1C1dI*wc~inSE(a2c8m8E@0P_)ZGQ_{lJX{
zY)RY&>;#p_0(Jv_VP%i!wec*97q;f=mQ{+LZf#1=#dig?8d~sy@Injf%FiJc`!~y|
zk`sKTu>ZMQDKi!d42&;|8>GRuGfiUMU&>Ch9<Y=>Lo!$GVkvtjnBW^JB%Vp*7+lKE
z_&OHESMIu6!&kLuL4~erH`7Q9&-Hbe{%W+-G`Pf&=EMTGUnVYaw^F9u`%23_SrO59
zT~?|zZJ?rzIV9L+O;y@01rYq-U+d13UQl{`3d;NEc9V*taecd;_M(e6Tj+LCc@81Y
z^&!eaMG2zJbmoOBtIJ5yBslIbsV-EM1kC}+Mg1Iz1n>05(Z)wHr}42LZke_>SQrP9
z^I+xVCNk}hB_|Rv9i*3+tOVu|&;dsFpp}c8LqP+i!;pC9a4OO!6VqXkjv(ie%E=|1
zVgb1a^C(iH!ORD}yk^Fmqmc_3#~|^{u~eZj#9SDR<H&iua)uR+U``-C8qA5Hhu6$_
za}sEPbTSgWFq?`Ll9&#IbSgPdQ_hNe$fq+u8p;`<14>}a<eA6=gtL&~W!Y4q5X4j%
zgmcLGH{~qdLq_P7esV7JqamCJx(|W(kRfKyM;;(tfCMkSrUHc^rd$Zl!tzCAzSv>b
zplu@!7nUy}xg1O}(qPWykH(i$+hvZn(jdpt_;QjWN8>9<F6~j2?z-?hjs|cXz7o1Z
z#^I}wjrW((kk(EKBFEvYN$T!6d=0oU4ol*W!`D)YjKkOA7j`T2T)*!VIu5gxMeiJ4
z-Iy)L4IPv###r1+mQ6@f9*nVz>LF0uBIX9M>yNHCvUC_-Z<5RbU5u^^z=UpkGZL)W
z;usuVZ}D|R>|?Y5!pGHHA*|!-ZB&0d&rACli_&!&X&8*CemOXz-a+ojes1m*5nU&=
zBPus#{S)~p(OpP9b2pV}*AftLJbx^`hxB`u&KKn`Y=fh{gRnVT-banmu<sYT9j5+8
z5D)ku<mE?25E6GD4AoVa5$rNpJ|t<J7lK7O^Dr_|{zs5_=20B&SSiNbz+*u?M$X5T
zlOJ!Z=<fpN2{M!ytOVvs&;dq1{#GGxo&ph|o<`!CXQ)XVMU01mdX}93R?a|h7c9>)
zKN`#Pp!)&YPKM13$OD8Ik$C1MDo_YwDh$GZ$oaBzmc|6Qx<Gh^`Oy$w1>J{G+*kA(
z@&Ms=B=|li6(|HT<w9`Agg43jmcy(;#`+4!gttj92NN<TyhCm8I@(GBmt(?vBt?!1
z?~|;bZfR^zCQQBEV!LoxXH^^(K7h86QQ<>m<9n4frS($+$x-1WlDa!8d<<@k3X-^^
z!Y5QBqr#{7g%4QryteWgu<~-k?*$>^d@K6;UwthVv~E5V%YLN)oQM(WzmUwTE+YMx
zU_$5n3JI3MaSTTKZ+smK_^zhFuo#389_zn_xW@YLXyALE>w8_w<m)n0;fVHrSs3kq
zAb(^JHb07p|B?7WzcW99f^z+g#52E8jdmIV0;lrh{ja3|=Fo#E7`%TcITD4=t>pC{
zJ+Kmvmx$wNqpNlaTPAvCPm;UPCU5sxoZ6Ofw3RwMy|NcckzU!G<PL73#(K%@q`_AQ
z7k0<rFuG(Ps0wk(zR1Q(J?(_LWEDx>b;<tVhD%D~y5s;V5tkf@UwBD5&uimbz|Vp`
z(kWz9I?+;k-g$I&Yu2<Rny~~@FO<?-nxzQv*;$LiXG`$RU@_}E>=2d*4m(sbhjrnw
z!@z`&Jsb%>5sG8bVVClC=r_=#swdoAmxio*>oU~7EYJ0Bk<)<?>7*gxs(vZxs>_i%
zvRj+wMMSrSIl9aW$VPESAo0wK)S*2|Ae8)cCDK<`I=78<r-3Vw(w(cRB^v1}LbubP
zRcUxN-|!%Glb~T4^j8m6SeFsdG9g<-QjJnUVY4PEDE&wzxOsu2jT>Ut9r`VtQRG}p
zIr&AAu#PRD)+SGRDNCS6gAP#g?y4{qW*yK0Z445;HHFHwVFZE;&6$;qBlEfrv$~h<
zD2#vONiGK#GAmh++SYfpmBqgeNQ#Vq8<MP7s;Ok6DQW5(68U7c><H%PA7&S3`CF*6
zCh*Fy>O=u+&kgMbJchOk1K>u`6%qh9MmE0YNkgFla8r^x4S+JgFWNJkK>#sO5;q2J
zPCXI>C*T*hpYyynzAS_TPVN*Gy<hMxqUh!rHnn2bk8X8Dis&{`GFRy$x@`$2^twq%
z@cI@UgVAkkUq?uEbL@vlw{0M+(QR95-;U=R-CW_ij8rkAn_mh>x9!Os*=fxVBBIgF
z(Pbth8^zfX33jSehjtTzpwaDCwCNPmcUF3QN3?16gzAy2aaZ3~c>G`++3~k~(&TZ!
zqk6qD<MwHty2qsPyHA_EPwT{~leXV}pVqA=PMbJ&>uJ@oDO0EI7MnCJw%gWQ)o;7o
z_FL`KIuiXLSR%d>ZWmgMF43-_qeOo;7_%GnqDrPB!N*MrLaRh7fmI?aRWh53k!5#>
zMZ2?Y7)FylNRBK<Y27PMZF@S}%A(0$Bt=G(y-C(@Tj#O=tjQ$i)Z=ZP3;A&FV1|=@
zpe!VuOh-0uK+#fYIH@P8({O^hs{Odde&9wdk;IK92`Z6T(tuyM0mXCuxJ4kA1dCZL
zuq<f_QUsP382hU)bpj|%lNk0xOOn75T4qS*;4VVTOfaG2rI6r`5styolJRvc;3t-%
z>mfY2%!0HAmuBj3;dw2;9v3J8>P~7M;l(cr!%HjKBYUyQiim!TE}+e{fq+8gkl+>(
zwP?o?7#d*YEgyN(3rgq8P_Z>D0O{QwvPJ`%4Z59^%%SqRp~^84nHQ=Gw^NYMdpnZq
za#azOIRKd`*MUfIYX?U=F%o0$>;o5aHeMV==7Sw(?WMM+8813Wjx1OyUK~PghdSEI
z;>BSkMaGN6N$%h$yz{B-9QojTVIhOX>I@b~KvPJtI1<@-Zw<|a28;P5bvIZX4Q>Pr
zN!(y@43$W*I2OM=a~#iW`K6VhlQ?BWpAvKk5Sc|0Ac~gF@nY4F4kr*PqQi-jxq27T
z;UqAj!<~!-x2JFnMu$^<9Sh>iphOV`4-XBeK~zJ-=~R9O&vm<YsbiqZq=FF_{4y{u
zoJrou-fGSg5&ynusTR&gF3NHa61?n&Dzt+LfKpI6m-O=-dJq8v!TBUdA}D#^1=Mz-
zqfNVjEf2l#qV8yuwU3Lb?Gi^@nfF~vQl$4?Msf$gaX35M+}@I`cjjdac?qx<-SBd#
z3~|FNkc}Pvv={1zSCQ1I8wM`{{tf|nq9m>-UQIpXiPzv4Huv+qwsM0*WqHxL1Sb4(
zQS9@mv~R8x>%L!JPu%d!8zghBF8uOFFrhEsgv2uoa18q8&AyJ1eIAuC!u|6fP@(>L
z3ys{$bKU0=qN6S&)ek@Q%S1oDjWUs5Vr~}^-RDuM(%b<m%6KOdyiJIzv?mE5^;fw{
zxQq0=l^&mpIMm5i0&X@JuM(<v-+9N_PFq)8EI5}6yX?IElxb7-Vj);QUM$>0qtWHN
z7j%^GFT!N*gL+iZ{YdaU1+i!aNtLjI>>S_$vOMUpXvep$#VGU;$&sZg%>f>!wnrRo
zWl`u+k|LwfV<dOPC!($97(As>pJ;8(Vjh6&xcb?Jg?vlLnhZmaLuW`BdIH&aeG(0Z
zhM}iO>NE^Fmkv*Z8!<={HwHaJB@%<4#V<Ug!SmYq+U0{{Xld<J*m40OcoB~Z5d5nz
zAi}Vi=fu7rk)CHM5RqPx%r(1+NH2m3o$)0k_yRGG!HD#-uVVpUX%UzygaHYUNv}YO
z#-vwi<~5$za<wj0OI=191X0N^7o*bal#1-<<_!_iCBQJH=1tI1(zlS{c@rwrt|g#K
z^N4pye^=?eBWfEO?Hq)~DaCu_jE40-==R#;1M2=TOgAnq{u`>PE+dHK(&8gYbrX<<
zWIje73iSyReAWO*du1V}P^jW7j-4xu|B?AKhgrL?t!+k?&q<CfRw=4{L2X|;+RCEJ
zS0qJ7m9I(eh;LYoDhqvAr$0l<H&7H3O1?!l-ls$>p`qk^lDZp8egHQ@i6m|)`H@N_
zl>CHW_)aj-YdK>J@fs<jZA0DN%AKzAu6FDzkPWaCM*8cz`dwkDLwrduviJhy<`*&Q
z2bEu09t4%&B(r}PLFIQap;z|6el^@c#4#9DdLl=3EQl{19%*4cJd!L9NsS~+P<Jn$
z*K!R&onA!o6<$G!FB3~LDaG*7o2-!?+VlY(-X)XQq9)T9nJ7p<B%Z0F2JJ&)z7#Y1
zlRiM{@fxV;ZsS&9WlR}JP0?5f3Ec*j!8pN(8YrSKL9)i>#>vo7RdpGGEJ0<Mq-8;6
zIPy^HC6Rb$DI9H35mRnZu@IIf=Q7Hvk7L=b-TLbCWl1V8Pzl9ypaTWpvQUyV%Oe{=
zRzTvJ5!9j8F9ySatVqt4l+$k03A&S1%F1MjhEokX;P~5og7Rh+5CLjcBzQ{_H7O`D
z?t*e|C9O{8H5_IMOQjylkh><y<)}h#C5@!E8b@1M$Q?yeWXN5MWPMw-_H}<6ztEGo
zA&k6hLtjYb9gS=}YeZwAk#`J9-Hp6s!Hvi(i5q#xQHey}b@9tH<9S}owVIH~>y*^G
z$>{2=NzY8T;{9v#vK)IDC2xnu+;&0@u0BRr+XJ$j(zEe)*bO!uUCqOW>yMH-pcEG|
zdQrSKy1dcMdScrT)$6kY5UMwj%pqNb>J7n!-n<bK&uoliFjQ~i>j-&mbUBFdh`lKk
zXvE%(CN}4}zBal-LtRGN5N_d@hk<(nB_iFzY#}1LfxTRzsRa$Ct3!ehFi?^9L;+KZ
z-&>MCN$LE?^`F=`&^3akVu;_0#-dBLwa{&R-G=zK_3<GojxQ3;wqt&|s=ADnN<#eh
zl9q+|9gv5LnT*6UJK|_VyqI!>n1!$tIj1Nm1GVEcf?{WqqEYMux*y^lNwX`m0c1BM
zc)W``w1vcA7?5e?j45XvpKt2nZ&uu$S<wLY0385)2_sW`7~T_!XZE738Wsa#hW94t
zKFZ0b{9%}HwVuwrXv_P84$Jal01+|uIEU%|ka#9RVKpr#!b~@ivr#$yk89Y-Bz50J
zN;H5Z=m4N!<*<Tg266#oCKAu2s6t_gxiA=Ma%Pm16^WoI_Gd9G+I}<We$_+5wBQtm
zTakDsOIbB62Eq)tku#^9tVgI})f?tTTh4>-SG|as0?uK&9f@aVQ&>%li7?Z1$T?Rz
zrO#l;j7EPc_&nxEo8KRFn0Lj@0XPGM1Ciin5RTUM#8eoBgUETXa<bYn?1=RaW<^^+
z1a!aJAz=>1DGVQm1W)r&R?991!VDil&LfqRhB4HM;iH%pZFoNDzF|n1qj3tu#~{J;
zJCs$!V!$=*%$SZN^YIR|j<0rT;Ed@6lFM;~%$QE3wv!xfWizIeNs62?okFsEk-E@R
zrR6zQIu(jSrb?$F+cT%ridIbtA9n+vL6S37GG`(u6$G5RDDEtJoh1yHWF&FtOJ`G)
z%$Lr=FWgb#d2Rd#bnUSD64v!fgW-(y++@@2MDv6x+18|fMWc`|G$$vF6du_oJ#ut)
zOLjJ1;v`)D8wVS+%?SCeGwpeB+gSK+#^R?rxUt+<RG8O>9gp$`OJ>NdOKNVBUKyj|
z&ADRKpKhJU`onbVe92tCi|N({V1g@Lh{Q7&;TW85UF_?KyfTLM@OjoHkkonBrPO^H
z&)q9y5v|Keqho^Qmw*$j%gGw)Mdk_-aj%S}3a&&Z3UU<^JlsSL+Hu7^eA?fUd^PFU
zC_R1_`q=-kovEU3I8D2j$fN7#I-%P+()BFt4Sr#f6bmas^G4>EtE$UL70ER1CP~Yt
zX$z2tTD}<xo?ODwjum3cjhq(3E#$maIk{gW;Ie|_HWH(8+zvW$3?zKV-OU{!0L-08
zaASvBw8_P27?``rdAD+MwO4$%JYWc>d&m=w>0Z!*Nw#-}sWA6}4ruoy!7UXkQ)mJq
z4B7+ad{8<0{oJysC8!=EIU3c&paa!lpemC#kAMU~k0QYbC8$RMiQzCnkCXEW<>Z%Q
zgHcoPJV|Oao~J+u9@*9#6gE$T0yxhg!N(-1M&XFrFgX7v=X1(QjlrNTaGobM8qN!#
z`*4E7=0#8d=OrY#=|D9KN6d!7d6}HAC}-p@Ujg+hd7?qR2D;yqLN^M(4mzN{fy6U!
zQkg;%2w~9PBIn!6$t5HI`(mYWN^reHhG<;xf(~4=<WwPV-UAV!-baEDF;J6&660Z@
zJ|yRVm6IK`Z0Hn7ACVjl>0{6VNxFBLwD|-i0QwXO9x9?91tf-DK+cTrGctefFzeWD
z$0E+?z96|AQ*lOTz9d~<NB0%geXZ)^D*>dx`#D*iXl<(IQUJG{7P8ec=9q85iXbmA
z7WstXTQTatP4YWJt|(&ZZIa&$bG$o6`T?A1h98mOYY)_0oAJvj^@Enc>jEyotD{h1
zKa=Yh<>JdCwJPwk$jrs^8Y^^(UrDXNR(wI^Z$h^(nE9Owdtk*}M<vKF#*=dSx{TPC
zF|Mc3GyV%^7RL!*yQT6W?|bYOp-k+GvfiMho`NrmG<}eZI_Zl95A#rkc1<y-T{HNa
znJRMjFLI(719(zd3~PBH=o$ZIje{sY*cBfVAug5#_)wwS7xWFoiD!mWM1aEll02z2
zFQ!C(DM`f#mc|dfSc~kn@ipNCc6L==Q%KG&jFNYF?c82yYcEt|e>MHUzMOGcN>v&W
zJYr-yq1zWJEsqnteTyQM_ZUVnpVuNGFYgnOqHsk?%jP#LArFnUG7@~|7)Lw55rf)T
z#kcp#+xx3)%ql9fDn(XvM8po>nwoD*rCaC9_k&xpojG6CmTYapwMYG2yb-d>tPUnr
z+!~Z#vnY*9A1NoXKH!pI7h62rkTEsL(-Ot{2_a!-CJS7DklHn)KqjFn+mcAPW=fZ2
zeE(!}Zd-G@F<m&i_!=O2^`xziwIEyp*1l6R+0vFu<kR^ovo_cOcr+5MrQ?Vi%7|g<
zC}VhD*@jX)sq(Rs>cSHNkHa~tdtD@0D96!Ox2R`z$A*+cFzXd*1Khea>oXtf<vR|e
zpmqaf;5)rITD96FJ_6~BW+PC+x-nTd31b}&Z6RIOY^su*QF3#Yj7Kp~0Nt-^+^Lqx
ztDPzMI>#-jt5$WX>(%k3vPP}zO%%oAdRtO<lFG(6r|aotxw>XXb2g#Ahh7M$Lw+?b
zhuf3Y7>g!tz2lDc@_+;0%3pL!Y0Rx6ObbeB%&moP9da9-;N@Nvu@0%`Mb&o9k8((X
zE(*7o)H<XJn;npc_L+<X>%utNrWAwW4!M(xOrglmj)>U7@Z-DOE~M{Tqyy$|a#D1;
zOt`mUWa_~RHB-U9(C%gnI}O4a-<e|gjSm2ebvTo#l}g)#=ao$_z@@t6)-bB8glA7=
zpsw~p;+eg1v~?x=wXTZ3ld15QeJD2F5!3o|y=7leVWFO^`-QRApmw_3$xK4kHBeon
zs*5j_h9(HXuM}ydUnOZ^h8j@6n#q&O%C&x#62;<IY073)Hoi5ASG?eJ#<a#%qID+R
zN!FgKvojp0nqjgn)rmHVRPZ{H<)|kOJSzf&z?BAW7P@t?7M$SC{uI$wlp+q%l_ep{
z!=w<Ru}xC{VE}vOYjVg$qZ%Zh$>V6djhGB~v4V=UQ)IRyB8EyXHiz`NMLKZKlasDo
zOm0kYeApk{3+-XHum?ccdf0*Zjm2#-4i6KxQfUYAys{GrZmF(=C3S|Y4xFQ=4ng9X
zLvge<CF;9$u)`>JxFe>u<vQ3Apu)nDWIZa3bzRiWLiaW^U-ceMy~n8D_#absETrLb
ziapZhj-#dH)snj02|TH+ZR>I;iehoOlPG(#%JLJ^#np`Jnuct)nbSy#GMe9wvFwxx
z+X7Qs`c$D?S33<SSp24lx?0h`^qMnBh;lUnFB;F3R9&qoZO%d_n)hrZo;e3c+kwPn
zxU2n5Mb4$jd5(w}D!JPEq+d{^1LuWu(j8ZmDm52@d!b#;7WQHYTUWaTzwu#RF%DM~
zwNh!9@w~F}1-De!<&vta5zZAjM@?Oc#4}gnXlqK;cj;<>r`XkwnAVo-YS(}Y3)hnM
zx-iyJ{#e$nUS_UWeK%0wjjAuca4K$s6kJQOM!MDlTDVy)sB8U$CzZ8pUF#N6EUtAc
zWp7hix|Us-EAy;kHb<<^rir&l*cO=5vUdpGy4IaI!CEavbed=lNhi6B`B9!F*hS&p
zlIk?k3Y&Y7hsL}YiD&M^(RLRx817j2tH{47@_-{Ec1n)*An6Yk>45pLoOIi<9s&14
zJC-f$qY$=^^%#D8=5a9&#}c(tXHW3Fvgrl4)Yg-dI*#=e&QViOBf(3daI`fg>brET
zXDRk?M@(zWb*$$=g@xzI`a&4%TE1i1=F@3WR3|eps=}A3@IR_BzK}Xzh8SE+(MGz~
zD>U({no!qzjVG1$YhCMgQ7o?Y24&w=+4xQ<Vrh}ty##A%Z!V<Un&)BHmVJkcT!tl@
zo0*fu$0lS3iAT`gSK#p_$8SYo5!lk!ZwuYJ+B-P$%)1oP$Kgr_rQ^IuN|dunX+-7w
zlIogPN!)yZTr}~ANU%*DN85?SXt=w5q#_?v<P%3kES22tQ_}xeqyy+@a?+K%m9Bz5
z2m3<%n=S4a5VrpIC4S?R24WrlCTgYHzUFyle-PkOVc$sVUX^`|4Aj+kNbn5<9Bo~R
z{w^Kv2a5gZh-rPf4)+tNu<$cke+gsV2)*$S_B->dYX6Pee^>2%?Dmf;?12SRxT2OL
z(iIm2muGt7sP%=aUz{hERc~E!2~jMr*o(5gRhF(8ytU$tb@`kr)JV@BB~Dmm>(Ukb
zL|_rv(hd3w-MV5woM5{)MfB}lMMHdFlJu+oq(-@;lt|PLkW}xe1yz`Vpr8{BLV`~%
z;Ap#<7!P;JAu2MIBEuXJu~u@);iNBFqyy|ya?+Jc%2gcaa!Z4Ip*_-;co_&=k6aeN
zJ+qt`hewK9sk!BOUfC@Kx767Rk~$;c2%Mv)Rz%{Nm2k8*CF;9$$dxHp?TBe@xemDs
zsIagqSyu~VT_1JxN4lO_T~)6^)oZG1esJ^;X&VUza78Uaq$}3Y*eEroqvBdTsjPGB
ziffBvamCS;T}Nf(d!pFR-9*O^<!VkTScb&c*IM`#U)Vs{>6+!32wYMG=?i0pZrySm
zPCT<NMf62A4mRmo<4KD0NhzA>Tu)McR=|-r>mwVTU;`vrgvQZ!Gcg<PkQ=GU#uVAa
z5fM`*huoC(&5Cp&-CRz(?T{0|z0eM6i@ODctwYx0w`c0aI2=;cO0`Yod1dDi+)`m%
zO6oY|B%GtBwnE~Wt#Pz9CF;9$$ZaULts|zj<vQecpu)oTWZfZ*brO2!pU?-*WVN&-
zE$yV1;(wO%DbNRZ)$&EU>&~>ji`rIq-IXVmEn?kuH&HC^I+e21R5l(*r4;Y9JI?Cg
z4iVD-$y;L)u%raiQFa%)_0~Ob;u*QSitZ7|Jfs9oI^CWmMER<eOEm5!sjkWt3ug94
zCVIy{NIWwgN8A6zWVom9t0MIj+0PLXLnTj5kls+F181Y0blX##z`f9(Y73i$u=Ug#
z_>C{rig9?VsFg}f@w~EM2yUsaw4{!wW^j(0nuWwO%{bbc67^krY750$9Wkvf*Hg2g
z!a^Hab78Doq2>RK4rq*;%F|RqO~wB-?d?zqU)2&;_$o3oldv~d>uf9jlDw_?%Wi0x
zO=xozntJkFo>aD&-Ow;k=ypTH{**sJ<>Pq3tB3Q&oC6~?iBV~LPtxEQa}Gil8s}gn
z*zAp?ZGJJNMG0<YIE0*s7CF)74&zB>0j$}>L1!pBg0e@tvPVV8iWxvI-BvBHP~G+8
z9#fkm+Rdklql+f$QWH`WQ(HpMR^lDUl$$fhN)C6Q;nigA&B=BAXJXB9Afz@*rgofe
zj+dVUWl#0wRZ=^rdP-fMKux>C<cav@nUi>4%dJd1Q4_B9TMKy1Hg8TA`MQi?^TEUf
z%qbKpuQ$iWsUo1eqsmpD1`^usbR<~5rlQ)6Z$|*3>99RkUJP?4S<X@x^f-%y?^x*a
zO#=0JQGdEnUq7a8-lk32Mtm?68y#d0XRGOKC`Rq_^}6TK2m^L;KZ5gFqQ8;cVLz53
zZ<MUA(OMrB(gNJfelBEK@%BTwd@3Bxo{*1=#`+gbqBSp*%cL>qfp<!5;EZgxfOkeD
z>#?08Z_Y=iXD+}o))yJFH6?E@WadSZIV3-?r6Jo~Z>93)Vq{M@mk4oaqP>u{6xDYr
zsh0_L$ud!8xSR}E2tz;Y%;2OqZ?0tSRX9oqiVbLNHwJwJA7#ZCiT{r5DY0S2veW}(
zJ~0zOucp{FI12i<tie)}xt8pG(@pY*EK@Mo;e7I9F?7%p*u1%(qBn@>K#M~W-iSQU
z+$5ACcqTk;@Li~S-FT8W3n+H85c}fIY4WY)y!i)Coln2w2B`GxrmEd##{qVb+yZ*m
z+=?Ui{t9nwSh3a`5{<J^%2|1HJ1D?89QLxNslF-6JE*OV_-2*41GFiz0cJ)cUpZRe
zZko-V$cv3g6$)+nO~;Nc;Fd;yOgdSZF(zwfj!hL>n#Y=d3QIp!Tw_w~n7eR3KQ^c>
z*(OCzqKX@#{B9~AB%QYnUm)Vc?|E|%a|af(V$x!~R}}U_%b0oQKKVVc8MlGk(HIcK
z3sLWvyq?Kc^Dp_)4@>DuG(t<8c>w2905(#6b8>dF**u86$!Kg8HIIs9S1=Eeu_~2l
zM(dO9VPWeP8|dR}PUQ0d{fO|TVpC!x(BxTDkD_F`%Scagce)8X4$Y%riw%(i<RO@X
z{bp2#c}%i<H6<I`XPU=FQ*21Gr6DO@W?pkLpGqbR<_Y8<9a}NW&0A6WpA<#C1zKal
zJS8Us^XM<F?Jf0l#qZ41$V00RZfb97t1oupym<!s@J0j;x%%^&pH=2Ta}uUic1%HU
zGSOoGP2Q!X*<^Q_w0=FlDU70^zdr|JtS@NmtTAr=CiA?U4o%KQRFW6Owdeg>d_h$A
ziuFd+osphtUZhI4IePc(bUt0k8uJo!mukfBnOXHo?5Jw4$0dS+yP?Ma1LFMHiYRJJ
zF&vb-QGLEmD)wbC9UWUd**e?2LS<U;wtTX^38idlHm@>!2)1Tr^GSqH6rnZIoHwsA
zf0)!>zP*9_3jA7mojUvHv+braDIsB&d4tS@#2=iF{3de;m$jIA3)!(=?S&cZY;4|^
z-&MXU@uGKBQ@Ry9^oosa-W9ff6j>*a>UvMk2V?0fpJ+e>_?7rRW&0u0v;jqWuK7UN
z#N!eT^>flqg_QXaIg|Uw1_e8*`L8hcicQ-FkUo;%ed-mH`50%ZEn|bR%}q80h(DrY
z3+5B#&yV#hzF*jUii|0-LF`whTKpe#2juaMl0tp19dSNyK11HoF>D=cD+Q0wkr%7B
z!DG&xIT*nTscb8QM^ke4Sa9dZnlFS6V?b*mF}FUIo|$UK|AP5avX^Ma$Dz$v@^eJ6
z`s#x|_%&EE^o>ChgX>H6^^FMkOgEWt<;Ng6gWK-kA@k_i3hMXC=A^s@Adh-2r0N^}
zDDXX4;6;9e&^z+x2V_o<ElpQRx90JhdU-ukvQ?U{$@~cFeC!Uy+g5GXPsoxHf^}Jp
z>OYI__J-I}<>QzRE5C?PkJ#erro8zTzdiFCjy0(bQv0O(W)8t#$;?wYlz$Oi2a+oD
zJD4&3=z$k5VAC#+c4qk)gz$LKtCCEL^;Uk<6C5%rTAZAi6yb5FCGeXz5~=N{$9kpn
zm@LdsZ8sfrGMS5&rUV(8tYv(Qy&&b8-qfSpa&_XB(Wy$tTI%Ci>MNE+NmrIqRs8Bg
z<^eq8YYq0J!79h#y`Z9q&q^|>Xt2LyaDW&TC0!aEpkK#XKb1+XsV@f_tS>|zqR)H}
zO}&#EmKiATdKjMRi<>5?<@E`yB{LbZzf@*6c2B03PF<c_Cewix+|;s}l_gm&v#K<~
zh8d#muP-!dwS^kULJcYv3ic<a4s?n$*eT8s{7$uYS(Xu**9FUpnQJ9kDf5#6SRr$&
z;M_>($JLo-gtm&lfq4^5-&fV|1g@5OQ&6w2Z+%=Nvz`cToMCSonW+__n#>oHIV!WG
zRKr?)?_7Iq7@{qP-$FaRL??hlS-N3@dJ-mN=y$_QrIF6oTcZ`O9JIT|`q>Fh-Yf}L
Y?2yJW)?30N{9|dHV3#zG?G0o8ANbd9umAu6

literal 56691
zcmd6Q2b>$l^}jK=ox1_k42XUPcj_IOW>XCYY|DsZ4&9w>NxnPXj&v?ZHb6o#odgIF
zYJfn1m=;JNKp^x$NPy5G5JG@JD4`^fK$8FWecz5WEA8H$`2nB*=j<Kry!M?p^WM&m
zW>?4cZ)q*Gbd_>##Yr87)=aTZPTMmbr8;l5@yC1peQ)*p<dBYZd#1F!GgI`|@Vx=`
zsd4@K^(!uInYN^~c+#RwN2kfP=SsOHnPQ^7(Aw3O@dnOL)d^2mvsM(nL9<g^$4O1v
zC)06oS;wSeXEtLp-ryCf4IByBf~ky2mkP$388SOHC5C0v{L*5mRsKmWZJD%bYE75Y
z3v+;1w<5JopX8RBTq)B8)85b(sgV%T<|JAQ9VIxa=nb2l8slh!Q!KXOvs05DiVHuC
zt(Yk_wVL$OCg{$1BUYrQ^+_y%R%k<a5#h)csfm4(1o$NxQ)&WOZ`6v^x{eU4Ce6kF
zwnDm<^wBF)6C8ScE7GkH(2g4uZbE2)RCRUB^0r(@YsNHf+mdN(^VVFE+RU-mgQT}s
z*htU7%4RyJb$V;BNKJB#^i9$myCSu=BV`>`%;pxBymeNjc65k6;GUGtwCB`MO%|26
zZWvMD#J%-&L;?xpFhJz3AF57trdt-L7iGK+`W}BRUCo7Dt2eH%<0+d-OBXh$iy3dj
za8r7AZaE$|>gy;gW(!N3iluZZ<88bmHP-RD?T{SDwwDNN?8&9&ZrEf+Y7<9eEOu|x
z6{+!kVVuOEK$LB^BDGzg1eRzxyB^(qMOSh(5^1rND<M%AI+|KD3ya<szPDv^L}%I*
zGfnN8ViA2@^tM{y)h9=^bQy!>)Kn~VnU;(<es;31HPcc+=7hAj_3Y%BbXTdcuuv#<
z6p-EEPE+!>nYCJSkmUJXYtftFdlT!k1C!%|!8I}DzllMTpOhVxtaDQQ<m_Pl4M}cb
zrCbkMp()uq{0+t5u;fTpG_jmbr)GyI$5?5UR%lvw1pY?iZxsGU<8KW9*2Ldh_*)x)
zWAV2R{?^6cdiYx(e;Xu6T3t2@w#|;i--h_x2!9*nFM+>J@V6=cHpAcM+0DC>gIlt>
zwpKXN+irokef1@>m}wDD)_FVN3b~{2?Sv~N@^|3whGf6wK=ccGz-!F*PYw*~cjo0_
za<<T(ncR_S?rKX<UX&|M4iHXm!iBduIo+8n+Nw#WSn_sB4l1P=Nxyj0lY;`w-mb~I
zbg5)=&0Qt*`fk3rdwp_nYgec66}>$cBnP#$rHe&;-g7~6a5GYXkufu4L2`BJ-kA%$
zy|UY;lLM50?*-mI*$vWN$u*FSGv2<l`a@YT4e<8M_Rqoz``1@{0mHE^Q|HZs4-W9X
z1M9O5yg&x+Dd(Np*~aXS*`2eyWTz(wP{unb3&aQ4XZKi;-E%>9#)9n31=+n9bY)>U
z8<;z!+S<I#GE7P4M4Fg;;_==*-%A2QR?HpH)tv5X&Pwmh_q{_=o$OaZk=<3yr$Xkv
z!?Kgpz~CL89h4Rz11yjuveLjKeQ$v@Q06pqD|4Eopmn~sEz3qVg|r5ZD(gBrJEvMh
z8qk}4uSKAXwj&AMqHp!ROeFe+Av@k8osk966!buNV&-MDlQPo6Ty`K^IM}u@U(Y5k
z_PsV~Vy{!XcED_P8{H8C6EwQ4zJNyes<RVr@O;mR8$|zNx}gQv$y~=W$)Y+pm8rtA
zI<JTxDfwQPbq&y@=Ama|W6Q=^D2q+%T;3=#hcN0`lqf7rMEh-tj9VJ^mde0cRxiU9
zgH}iH-iS3sy2)jV3%up^h<0eh46{46k(2O4h7<MLQRC^Co;oerZ+6K$hTXMV&|O{4
z)scZzlU`)fo!L6?TX2l;d*7CRlzG$)lfjj;HBsnD%*%Eq_V4OQBpMP^r!{W7W8<_b
ziD^@&?%*A(-TC!7@HjYdNExJeyg2bYQA5Ty(fcljOkd%jfRS^e@0}zgN1Ebm?29K(
z_PrJ237NL<jw@caU>XyedA(DDK@4zNB04n+(dsrvP6MJSHK)V+8NPR>SQnKit92Qm
zXZhaQsAlHD0G$m(96#UdVf=i*KHJT?=|1lLP@<m6Jdx{&9-`y3YjL2QBLii2Wt>z;
z5AN<->b!G-?L6Q6K^R+d4WWAHOXplrkBLA*hx~=7BnP$@+S9oX?}w@WaAfE5n&Dq)
z&da@_cTs8p7>L!o7*`M|Wc?-CiydIzrS&y&Ev!w&94>REE`w{zWx#m3@BK)6Z#Z;@
z+~HjTN1um~ZwBS-2>I|WigzW(?}#u$?<(=rkEJKQtFvpRlLIx1y=$t2(_}hLS4XY|
zcXoB&PeOMPp`74di;;Al?_J;QrWWs~qI~eeuC_ML09IzNNDfd3-+)=hfQ31kBHVb2
z>)xAU+?(#eWREkzI`3xq_ZHv#nfQ00?Xv{jdO7mCw09)iTM_YYl?LAy5hHfIc|S*p
zRCIa2KznZYy*unMyCpiKs~zNbOkC=`Ujo;izIT`4a_9CTS50zo4s+$by9MO0dIEV5
zK*lTf?gi*y``&#P^qoC`R>b!M@dLj1ASALfF0BKH5Ewh{Awl(UPpBRNs@h@x8-RJ#
z_a3ug9w3+uE&x%1-4x8B>%89r(&N7OJ1d7!VV|n60ygjWg6fH$P(4|nl|1&8@BP85
zdfdrlPxp|=o{>DZiwrE@N!E`~)JI-i!;zMd`??&~Pclf=t>d%fnAM&QXSJ;4ujhR4
z`6^7zTrbpTFFYk1lc=&6rG^2L8c`eGi`h%EFS^n5QhipE&&$5|M;PE(2_>INwngac
z=a7SP-$)J$ta`8DBEr=3DpSv&vg6X(YqCA1mDezc{_K0NhttYmL~vzlEr5?|UG@fy
z<#1McqdqH1<4xatOB_Ea=qm58@Waa(V1kS};_aS>)H@jHgUWr7@cssL@A}?*wlCk*
z%clg@`@Z*q^Z-)|N0DQRA@%p3EPZIRkuGI?1VbPD-Y3@3`#l7<OjR&EGNvt8#4X1^
z0Op^*_o)>PTALih2oEuPpGi>ts|Q?N&4}NuMCiYL?{ljX1Bnh~On%X;xJ2cDeDA+j
z+>Ofr#Yd&-w_3k`5}3Q92ke^1mkiBKBs9%xP*@wCra!8EvpTKm{3k#tF>2Oe{VIj2
z8338=C3z{FU^N4&3h`<N;gfF$^Spse!d2rsSZ1tm%`KU}(}YB+(Al&w-I8f)&86F?
zPn|Sne6}$!xDnEezoC#0AekXzR^!^#u>~_1n4wa+NiWfDhJowE<IQjsz8QgID9p{s
zK*`FeJQkR*jde2$VhndPnu^EpydjHN&x@n8JLdz;67gnDl56he?Zm*WB_g4?H*2E`
zxW}UK%{r9lK*@{2at<)-lD?kOQ-hshTZ2S0f?1!O@kllR9Y|b7W*q7OWkVFc*@y}h
ziWpZY$N*+z(i2MOih0~fs(~g+!E8dwcxamnJ^I34PBC?6GjIXS<|ur#1ywe1(oHa8
zXG>OA+iA=Tek|jdt)!e&kumkCK>Np|@XgjZ23aL9M$rE9<hKmNY(q*u05gG-6IC)b
z8l6-VTmozo8RCIW1|7g6<;@fj0dgt|-%O(>?IbZyka-1#>>4Ckvn`pobC@;0?bwxM
zYqlr38kKVsCEAd0%?{MIV?|rm$+~7I*2gUim<E!&Q!||rtY3J1$@IG>({CfxMx@`J
zQSF;uXtOr`PG|k9rQcm4gY+wfn|^nrDoMY)<CAap;CVx82Q)J}{RWMW3mr+qf*wiO
zgO0EN-foh;3@R|Qrx*`X@eH;Gsd%PTuGw2E-V0n9qI;w8%|1AWQ}Moml9gQZ>B&10
z33)#VYeL?i>Sys>6SBA-2{}N{gnR(Wv4h$iC?es6JR4O&e-H}a987r)Ffmw3$cK<V
zN9m~%HNzSG7skW1JeU0Oc;<l)Jhkdf5){CikHR;HQjNkAAeH2tBK<I>_m-T)0GXT*
zr(`_9BZO}A-H|l5ATTB?9_8eFRHUB9yx^1M+a#r%e2+#2+LuP*n`Rts@)aX)UbDtq
z$l0o#(aBQMT80eO4XOZH2zqR?T?8UPWl{JhM@{N<G46tLl5L*MiydZ-V>>RHY}-h#
zMir54+o`RiqAiqc3#^Y#ww)w*r*=orRK9Edl8JUbCRz_FBNDAawQq{FM-N$;oadHU
zziNrL3o=NwQn-nB2~|m=U5Zb>S;q5*R02&5rxK^ZGAgHXUMo0}Qrp4(4W!fx1hZTW
z2kEq%n2}D8k;?UYOQ+ug7Y3n^!Z+W>F`Q114V0{8w8!}%B9$HoK~1H{Q}uUvuBlX<
zi&Pq*W-9$I$+1J$oFF3MRC*$+fczvBzB!rl8a`sMl1f*Qeu~ohtx&~rNTXpaOrxig
zHy+DrpaYA1MO9H{PDd@^oPokOXHtd25df7GdKT$tE1fspI(}-PFkya=eDP4e54ufR
z=TP&xwVIKq&WqI3m=`pXFn=JWE-NY=b3SU&oC{F+=0Y58#uPJda>7?=b|&~kGGF8{
zYed+dW^%fi<k%*uHkk=tLT#5;wArX%Dw+2(*2gBN%SrA|?HB5#@<xy^nWffcmiiHN
zM`WohQ0<#5X}C5^UB&uU%Thmv46>9IZkD>5sw7KYgHOKs3C|l+b9=~Am6r1&8gXMj
zA(74G7G+CvlRhC~(yh6!qP=04rXjH{`KA+F8MV1q5Cj?SI<^-X?s}<Qx3>)UQ*dD<
zuSDUS8*mI~xEli{D^r{F#eWg0?j~r^RChBz`Q{d$YpRnTLaGbkGu8c!<k$c(w~9zO
z)!l|FG~wqceDe#+Yi<#Pl~i{->31kSwPy6tN1_RXV$S;|h2lZo2|7T<=rnhM41jl|
z@XfENO92X`O7gph^m~=g)uUA%jWy_*CVx$h@#yapy3LdK6T|}nh|s+9!AL!gdBH7d
z@*yeRdF8{XK)WA7;hW#!XtSgkakHc~{wO&gQ_lE#<!{MQ-JlAP$3X{>=$rW8fe28)
zN8y_%s7X6Rj7NcblAKQ|XK-D!sX%h=A4rKu^EBu{qZdRgXr4hWU_6V$H_uUp!Vq&&
zFrFvp3(84tl`JGMUL++R#!H|FFe-xPWz+)3A5r+`6{=7eV$Ox(%(7o4^Pe1M&44zJ
zc_Dj^<Z3t(v+O@p+v^o=p$pkxSRZ>KdxK>Cl1Fzle#vXsU|zf4gt~}p*ITIe&0lGY
z-mwrl!+x9ft9I>r2Qs*JN#S0*{zg@D?RpoVeDfa9bu&zOb{RBQrz5gpAsBHH`i8y;
zQuF40F&bQVJ|I?Hcm6JwgL}K~d<ZTKypK@$=3^Yg*PTxSB~jlFsqu(Q%|9TdmzsZ4
z?Wa7~ON}@bmzn@EFEyW$96LnKzeFT_srfgmfckS3zWIXk8ZKfG;eus4d~0O>L;8P}
z&S`9bxiKHc!K=&v$QO^JA2vJyhkOMU_<c3h07icl_=W>Vn^?uL!jRSCHAo+z^zdvt
z41<@6f#i#aF$i><s0UN?kXp@1M0JsR8uNliE)zqg49%v8p$5$vjso8w;Aop8X51v?
z%%(?@d6dJf5ny|mNoX|5u}$J^S`(X0(y>v`jG@{!D{AegL2lPGYgH>WYfBCH-dF9Q
z!Z*!kEQr}@vfs_DBOixLa+x(M*c)Tkr8aErGwb0KzBu4{L(EQovw^5+%nL+(Q-_U=
z-0Ww@QL3hq6*C)(z??X(8-WVvZ;Zk>3F>Od2c`s;4kx+g*n}*bDvN9=3ZQU}qt{z{
z_#<|!oA_!o=tYxw`?5K0#Af|1Nbcqr$My?-l$8x_@+d@YcQD0o30d}n-R6ak$1W|i
z73zIcPt85<THC&Hdu&|WiM!U!c<_J4e%M-6>TWQz4dK*wt;KF82y>6S)IxA4f*pN5
z359PaQ+Y!^XoEOF`&!&Fg)CE*C2G%^nFd<9>3J9Rwv?(xZMU(R?L;(kC!5(GBp}=Y
zg>QDGqK156N-$MM<4$C0P!?x2+8u7Dk)+r`v@^-wsr4~d=E~ry+1-XAH9osON6ju^
zj+husN40Nur6#=&XmAP!&JA`WsmHlNd9#|?9n6>%Na0Qj_Mi@#6zqvlzL~-EhSVqp
zUN27)$qt|CTWuv10l|ccfPBgGe~n3b1jo!2eZe(;FPg?Res8H<U$5~)VF|9X4}X|_
zKtmVqi^4bi;TXQM?;nV+Os%dBFtelv8_B|ZJ<I{9)~oq}_~e_}JP+>_%Zp2JSr0(+
zvVIWxYKC9=i{OJr#N8xj4nYkN&q3jvxfIvl6vH~=uqDjQBR#2f-NaLAHnxLRfst)s
zW<I&&!5j)Yz;H*9qs+)AM?g9Zg>Me05``on6p~Cdjv)O=rRV9$Y8aeiEFecbjH5sY
z4BI13IED42QTQfJS+y?q)Vj<snn`a_dP>HDGZt(7!AV9dnd5<EK(~{Og;c*NMm?OH
zja1f{7hE#a$VoY;8kotW8m(K5!Z&R=+UbTEMC-ECgRgO&=|(%5I~-<>GduD)-6)V8
z-?&cF<x=WVopIEOfy%ZvQzR)id6h`+=Aw)~Y2@DbAQ~lf%RAT-%wb)SiO69~Q0<$g
zRH&U?fx;ZNjHDiOm`qJ|E1OvkZX_`&+$7dbC6dIB!6)B*i{}lgEi?yA3L3F&`rhfb
zVrD{Ox&6?sA0)F0Qe?JS5cw)HTVT`pqBcly-zF?1xMQU<5uM<U0}bQncoe?*4vygj
z_uW8rC2!Kv4}qcV4H}@K9c|_WaM$yu;Y8{?iRYT-)G27W_zYPtK+1?dnSAkMZH0(v
zmQyw66x0CrsVIDN8pXB0#c(C4Pbd8hrKi?|vtv7@1{p*AOp3-MJ4@&`#?Pj;?*-Om
zQ(j<AlIQm$H8ti1qQv((QtAy_AZ5-)6&iUS3g7$yM;qH>$c=3a;Cymkpq$(l7z{lD
za3QO!n^FPrL(l^Nft0xjRRC}?3g28pdG)dwiUM#cIWJRA0tkk@0Jxmh@c@1VdH^7h
zGFPAq0Io#go2w|V0K||Bz**7xF`2J+m^Ieyh+}rUhU9825i2@Bp|)!sZIz6|>HT#i
z#U{7wN$%#e7xn?*p3>WBrnjF$Dk8nDL^T$+sWLLX-AGbj)7wqpMtYONO>Z|-iKMq%
z@X0qn<GF6!l?+gBhP^;aJ`-rjX9s>&`OF$Iw~FE*quoX%$Y?*8%F)po?H8b7%-oK`
zH+SF|&S<|3L|1a2;<hI`r`-vD&1rX0<J~-O;Ep#7673gPA*%&wnbm$p&e$<#?hz5)
zI%gG`dr=4QzeeGk`=~%WT8vln+Wn+Ipmaj9eNh92Y3xCA#zT1sbelvTrtU|gbR&p=
z6RD{&FNh?KJu0O(%0e=ap$?7uEehW}j-$<EV#<wTXO8kaGXLIT))8hs%qV_><k)6a
zzF>Tk+MaT>wd1ohMfn3su~Gaq$=%!?z^BuD3gLAa!p}e?B7~nsHP*<fFEWImC#kO?
z`~tWU!cw>){34Y|2)~3+zImDF4Sar1hP<|6+4L#$1>kZmx}}g%7KjMt{lBVErZMwJ
z(Hg|@D};kMepM>hiH_qxfre4@8VcY18OLxOzaEILObr3ha-*Vy_%C4AAbx}D-sHLN
z^CUbpTRepb4sbGp-y&P=_%eSL5&e=#8~HXWfcYI1zWE!awUfncC4Ao{{XM1go3@Cq
zsDZ>texE||kUkK)4duVn&WC{=xjCmDxfp*GsRv8CsFyhYSW0agWy~k2K-2z#!Z-iK
z(FU;?af8?z|CF4cDJOTwa-fOvf3dQ<5f$VA20buN8S^<RVEhXdzWEQO)vsbC%J_fD
z`9I~PaSm@W-VZm1wa)`ojIRcIV4O0hKPq5+brjfYPiZwSMqK00BxC@Y2Rh6eRd#qW
zeGMYH+701JNO(neFx3vJs12{^)>SJsL#2kVe5qPObYCN2hJh<Pg-g4`<>L@ZT(j1-
zOS>beR+e^0;*)Pi@w}n8H_4dMqN_14pxrgzF%++9cE#SBA~2^{^=p9*{jxR+-;AZw
zhJ0XCfNH$S9qKw{Syx%Oyr!5^bNZ6wTvx@e`npVJJy=4n<NR=aT8+K3Y(R2%YC|9?
z28$-HuF5*Fytk)^PUJ;r9JI0T?4oM0AiN>!u@#@TdR!28A7eHfgTLH=Uze{EVkB51
z-h=>aM}}>U*;JT&Tp|uNU^B2|glvuid;6)pAs@6#T%sdHmWa0`%T~$~xkOwKTG<(S
z7xj2b)uJvh5pOM`(M!bJfCPjSQ21sd6*c4oQ-Y~7h9{9_va&d1xV%I>g{0VlHkIUV
zzIkZA^BSj!wPJVtjn8h%ku?qC5!0D%QSF=Us9TewMpk*zczcq1oX%7hjduVuW;0T_
zvzZ;KLuNBO;gfF~c;3L>&2Cfb$D2lw&`SafQ<$c&CA>p#nld|!sbF5S3xQ!?GhHe-
z)p?CP5f~NOW>+ww?{`Dto855?PjL1Kbm)zW+fK8mkZKp1XP{aanP=jYZ}#GO)grUF
z5YwChHW!)qCST0}E-y0gBO;+i=6z8E==-7Y&HfbE-WS6<W@V9i7U>5lJ@lZqJH%wQ
zIgE;{%?DB}9@T8nfy#Y>R7k5i2n+yuFbdxsLTw6CU@1shcAi7}T&3sf+G;$U49+7*
zJf0-zz$2^Qq0X9*dcZgog>O<+qA<iTVaWHjcz)3wMwY`J79Gd7vp8uug5-D@N0KgA
zy#-Wvl%q}zI5#~_B*kWoqe<>gHK0ZE(k1&~hkNf6^0?dV@_Ox9rjImqMWl~rRQsld
zhSVt)h+MC2C8@{s;jGtYz>WMNg_}PXQi<e`MfilJcAht+x~sa1ua+veva?WZ!qj&{
zLOx&`svj^Vbhk`aZKW)fl+)k?Ipu9!dV8h&l$!X$D7)EGnvXQq1{}RE0*5>u_nMUu
zliMAkrkR}B4RThV&OpvuER|z>$yse+!eDMk;hPQ|!#S%E=vc|M)>r_zNn@OaSC2a(
ztT$;M)f=8SFrwV?hjbzRh$I%YgW*{ucYIuwL`1{WRc5+Sj}|RKfo~3|L`R~4&@3Te
z4=p2oxzc%I`I^T^O)Gi(*G&NNtvp8P_73b@#Ow!{Wj#8;EVn`5j?~ncmxjs>;IUHb
zdUPOVjzbk(bvz1uSAe6v1r$SYRr$Ln3*futJV80R92~@w063A=)lI1YI0<wI03y(w
zj4A+Ffx<VZP+t2=3`GGrm7J$3XBhw@QvjUK>UaQWfbIZ*lsOYs0B{xx-<(Z(1t5l^
z0DO;}-&f9vjgIG#5|80r(1AhrTRIyZ&qFO>`~Zb-&Zi26A?BiBTtLnXm6O^kJHW*i
zKO`j{#zmk9Fe-xPV$=f0B`ADzDOD&8F&72nGICz7oa_!sl;~N(@FP~oW4HqJpgRI7
zb0w+(;3^cp`7z}cfEbDba5XuvQO+`eU_AVU)$stX1>FH4<Ka3~0l@VreDhPvD*!PR
z1z;sPZ%|Gy+}bOIxZp<C$0N82bRdw2t*w~38Fheg3kodNQ-MMdQ&A9ZCFgC*$&DA)
zmnMPobJF9X`~q}9k$oH0;^ubH0O<}CzWF5;DI_uNLUI;N?j-YF4zpeyZI0*M=Wdd#
zL4_Ag_-OI3sO=s{TV-CsyYhQUik<rWn&j@(bTrSsS~THZr>i#oS)0?J`=Bpk`g1?3
zee(c~sfQ{sIsJK%q`ppn9s)O}KT^2UpNFYLrazD16PECK-jGV8aj}<ZwiMZV>hyX{
zc;w%BPJpIOub);vFXp;4`Vff@M>{hL&vK-dnB{cB+&4MPkrtRo#da{$d5rDGOy{>!
zxpprzoyWn1LHs)uzWF_l;hD}8fsU12x#`i3(X*W=p+ILlPtn95c&<C4s)ror0@8Ju
z@dWMRjOS@e#72X8Mnp73s}-7OK||}FL*bj}sYnN)fI*1jjznfXFOdGC(o=h)2mkLw
zqNXvN*t|p=@r`*|=yqQ5N5Xm~fE7$^WTZ;wdNop0V_w=K6PrItS)SO4lz9zR@W!7}
z_~vyS?Zie5xe3bx_zOATP|g(gDfgr4H(62Lh>GdAK!<7a!`@%1<!#l%B^}WlW$ztw
z{!KYkSa$A*Z)(uicUco}@IBCBPzB8UID^>_Q26HW6xB`_^-*R&B<DxUX{S$;0mSyl
ztd6(+3Fs9+i<J2XssP}hD17rN<rRP!iURN%Isc`c6+i!*74fD&2i@`W7u50})j~gu
z-Y9$jCFlQ?)A4h^HDpZ08(a<ail6)A49#2}1->w#s5Vp7N0}W!&VkCw%e&32;^;xF
zk2gLTbQqUeffX}DPzMNgD10-N3KW8vih?kVoWqq<x7YL5RRD}&Z9IUHpaX#1i0gI0
zj6w~}k4E8}F%(zxVkXM`n&ezdIU{Ek0%UE{<AIC?9Y7){CF_6&Nb92T&3aU%ki@hL
z$(fX_Pv#9AX1$i#G|WlKIFhSDMNCRIq_&M5ZI!D%CnXz`6gw$NkX%`h5ns!9?5j2*
z*@zR8O`t1cLb55UeX|)2sdp+6IU(7cq`po_wg5LKBvQB&k}au3CL~+o6E>>zydkv}
z22jnFwA@PjLAD3W*VKab8(ciG=FNDq8%!y-CUQ(Ewvoz>dYMv8027AbL=<>=502p}
z#pFOo%;Jd!5Ivok0%4s_Or`p1Jg+RCl%*T<;&e<Uf_88!u`Rh{$FSK>L@J9XR+-rz
z^=Q!!D6qqwN_5x=2n1Cyjo69w2BmX7$7+zyL|=v>aYE2Y?s!N$gKjU!yHNl1IQ_^R
zyGClmIxp&FQm~tp+CUeY*&X$0;2tP^vnP&rW*{crtl?~3nL*~64zmtb>v3j{y-1F2
zUS;db-qf~_qpcE>%o_WW6q_~nBe|Qur6AKled=n}a>f|ujQyc0B4^A(wQmlfnaG@R
zAW41A8MDESoFRpqGY+B>$r%UZ6V~&2-jHgH${9f$xq8c$TimNpNZ5<xgoJdl-R&aq
zkw)^+^G)2H1P{H<5vxHGnaidiiOiGAF});_B$zNF=cB;;dvFXVkyM~#Won&x&qSw?
z!yu|D<ZvoKg6H~z_R7dXv`P;kfdp+}0y&brvBTLc5D{I+s;DwYp%!gvLgAaEsX|AP
z0H~yoH0jMs=Qi<Pd$tB8b4m+U#G`B#x=kt>T3r}e#mr4M&&VufQKXi}yug%Pl9f`Q
zKY)bE;S`O`qwvjQ9Bm2_18xejhTF*5uAC_`9ITLau&Nq<#c%=iz_6^AcH$I<Jruq%
zlvVGFfhfa8a+Z{nhJ%%{E>^`GUIKbxSXRZB;uMCLq43Re%Bo>85M{WVoX03<Xd)~A
z{ub-wt^1(EdT9RpZPWq6u_%0V92F=8F%<>jcyfM6IjPGg34!ok*2hCQ0rUWZ6*DKI
z4iHX4ftS`$fkF^dE(B-7xq{56ILw-!Y^?FpaVp8xU?L`*r%~JKj<%{x#~CEWUOLVs
zxtl+;!l+%^vTE0j&3N573u+>+8)u{1H{YWTbxZ{v=bGOqsjt_KbHI)3h7|5~<6J6{
z>&AKbgl+UZZ{TWF&0G^-)5}Yho9xb2Tr=dSh~#TP*(j+e2(8KqhP#~LsRS?uk9){T
z`H>GfaUT1SM&oL;=$pFQ;F-7c#bj`)xqz+5rRGAZ+^m;N%@4tZ5quE}-&~Ai_)>F8
zphF*Pk8)=8b>>pY>2>BZYQCK34P0Lch8fbgbQdl%0eW6!eniIDfp4x55nb5{^q4DA
zg(h5u0^bl&UdNi4Mi2%Q)T>FqM(L@;(K}z?FsNx8FHJw8?fAA`D|CB>xQ=kI58wvR
z+m%PHB&?rCs%y+kL**K^Qc9igx-B&~pdS9Z5ruDV!qHx=#H5?FER>tcd5d!L=`<%~
z1j)}xs%}^X$*rIR2_L+y1e>`H)d2Ey6nGB~b!f+l!6+cNlk*Pcbks3i1;{T+iU)Eh
z=pi7KG<TsIK<-9?_uWv30uh5zK<**uy~^nTVX6=yza}Xj$bF!PfKbxhk7@vU0EKTJ
zqz(ll2BUyHM9znmlR%s_B|sh_DIUmgKo5X8lIBrV1IS}2eDhoCP#|J33drN+{GD=^
zfjEyQ{hp+FAWwkq0I`oJJ&9@nc?t#ITtgiSL<~j&d77NhC}$an^N7;3B*g=H4s-{I
zeN5?jR0GHhDDdtY>QEqJ&;{aL>R%%B%MP<%8*IkorT&j3SK}#P>dh;p%Lc|*sqRmz
zF10x_7*b#Yv7L~MSz;l6-*J)ta-;k*&yvz&)|=NLfP^GqzTwN#pT%Ub@AGwhu3cW;
zcUF1d=U;?*PT!mL2Kdn-Z=&$cTh!i=585i8LZ8(B=+DAjrmeM!Z>Tqa1rxmbHWj?1
z3b=Btp2GIVWL<^d{0$ruQSXv7zQ5iRdiC#_P*0tCA2gW!00ma(sYnJ9w0_8wYORfV
zK_|)lBcVrXZIbnsI`c6Yp!yROzWIl6<5vJ=Pr<?Vz5GS7^G{N0?Fb~X^Qn}26IT&5
zpP?4M{uc`0{2NDm$q;iK{MJ<h#(d7&Xtd3R*5!5P3vdAKe^B`5zc{Kw0Q?_M;sN%<
zR?=$C_))kv{1~Wq>uO+t>i#J3t{EK5s@LF2t!hCbZ66@?YTcr=2|s4qUS|e^4$Xs5
z;HCLg7WCc_p44g<5TdzGN(tei_~4siWH0|_Sox}+m^iT<&RjKvKZcXHR<)oI)gy#n
z^9J-bAU5eX{6?WEbS$bfBf$mpqfq!}w1{AIL`^EjkjC4E<WTwXyUt8YZegy)tO>%3
z@{f0QA)!cH1i@NTM$9wTMm+}2SQL0$J&tzJ2nroEBf>b%x}-oEdZeFt!>orIC|Mtc
zZ#KZuDiQ0L*_G`w*KzcXQ;`iRvXP3|wpO?{1|et!7UCpJDWoCg4mSy~bT#LLZr_CZ
zHdTEZw43pywr^~=Zw@-UeGAHNsj|*|VVSg1!g8w^O=47hTrc!|(2L`7f|t%yM5olj
zd`vWL!)kV5zP8T<i0GRjrB0&*Su+t;@bn}Uc-IP!*3)8+zRA~i&lDA!N}*|vkQj3P
znh!g3TMBGf769<=c@po;9YCiuccko2D(g6Nxpihkj3zNEjc*jXb>_}E!E4_s;yQD=
zICDCy<D4l#MBlDby3Sl~c0(1MxjPEH;2lTnOfeVd%so|T28CuiLSm=~XYNITy~_ds
zz7J30ow+aQbmo4P-Ct!LXLeg>&Wh0_My2rw2;DmKK%C&kClqm=*)7gIh}Ch<6d<DS
zU@2W^cAG;`1!vAdf!CejXq_qM;+#28g_0DS?+A&Z9-Mh71>|uuwF2OW@g&}vhl5UM
z9zoe7RhG{za!zesxgbW5n3Sd;C3Ne`CY)fwlp^{NBXx-*)2xhhq<|1@%~I;qeUvmU
zsDK+=QQ%eQI9fM~sW>+-RG~!_$~r<~rUy6XD3C7;0QO>@#JjN#bh@#fvK=a0c4Ilb
z3o&}cq%^!!=+=!MPOvgck%}7`+(lN#xlurfwvv<;H!e3_sDK-npulEg9IYG0RGb@^
zsnBu?bvr_0rUy43LxFFV1>i=XC-H9lHt2NYv6MYdWy@|X2lnwXdc>qO{5wLoZu~Az
zd~*UtDsE(0pUBEMHwp;Rc9N78H+GwoQ2{ruK!JU}I9fM~sW>;DszRqx=yXR&%tW{m
z*Y)I3XLe}LAfNm?OE9&U>8Lr=O3P0J;s(K-#fp3|T|XOVSjEJ#oD#mzliE(O)Ae(N
zo)6~a=TiPWmFE)JoD6=jv4a!xAH--9qvE*prPO>FNSO;z1=n4O0^53Vw5}6F>N=f)
z=YwhXMdZA=%!yHS2~TPpV9j0%I!DoEl)c=Q{ZWjpm;vPSTq<AoYhE3yx5hYf1Lqag
zd}Ud4W4^LD%x^ufB8elbJn^jjYOMJ&$=#`)F;{G9%cM<{{aSa`R<P^1f_*i#MXX?7
zgKE5!o2K-BzXFmg*w>QO*A?vRz>O7bDclw8>#0Omuz!kAzFEohhT46H)$PO#RuJO8
zz5`zPy1(2ETQ@g|<zUtMMk2<l^G#A&*UPH&&0xX^z6AwV4{;2yI^P=TSjp#uL#xhV
z2+@nrw?SMNpMOpRzu>t(OIRh}m=}j*4LWEG*Pw4Fe|2nBR%GrFk>H0{LgUW-5)`!S
zP87bmi)wVx2oOYOuoQha>A!O5VH8{~zK7&k6v%eaCXbZeOKrb)wCRwrZQ?4^eSOg;
zPn6wHZ4WrwDg&NT`5;NLQTY(b-Km`<DhnM;GN#moC8|{m$x#f+hoLGWBp*RFb~w{c
zWJo?rQeQ*zF>oU!rEo*?w^Sk_`8YoL=65`A;I9CNN2Jq8`B}Wm#^?!&j)G}Vw_yjh
z{$L)zJd%A)(geip;%_2mEAY(k#cU9;Pp~}**e9iOR4)Ph6qqou|A4|bPvaO4*k=MA
z`nw`=?um}pXCbT6`W&@C&+`V}i#P)aUXzYMs0OWIsJ=kv*dQ@4iim#m;OH_hp&HG3
z8HI2DNF6$o1VSZFUm^WfrE_JnFCAQil;Qj*YKcesn$YbxE`O%s*8{`y3r}Igau@KI
zNQI4g0WA}UH>A`o6&5ycf`Zn+g#vF0$I;Fo#H`LAw&8o3Eu6Q>`Hph(Ew)huTR{Dd
zJk_nNfO;2nfRg8>qg0spKnJw<QTXNqD$|Y;2re{dmHqEz{?K98@UjDi`R^l=tAUks
zx@J?!e;-rZCyutN{Pz!%V)NfWN!A^l*-W}MW15=N#Z2Xwe6cPctkM@u=rQv|x>Pc`
z=B^U9K5oba_$hQnB*4#5jTfxYP-Fu9H%UDvKzX4~*`E0v0?2_<xH<3(>X97yAAG_>
zEzcYH<3XVycN&V(FZjNp?B*CY{}Z!8cI$_Y%JP%0W;J}sZrDq9>klT3y46u&GdGUm
z>^30K5s}>-`_b8LAY?VW4WjnJJlE{z3ODA(#mH_!E12DekU4hHnmW*f?B?h)Ls5<9
z3`2qSW9rahA`mpY;YW$h2+~I?J#_#EL}GektIhbu(M;@~+dGFZmF8zmF<0nFY&&Vn
zksWgnoiT0xyje$f>@j!7e)}ESF>{Z3d(7QyULrYr?z}n48S|2J_L|wW&z${c9@()K
z#zDA6d=0@UT8nSdXwcE3uNsUQ1HEv`nkam;7D1>>#0hkXolUJxmaz_t4rkjj%qHuQ
z9NUaaHd&Y2)^oH~Ws~(uip?e)klf8JkVSmO(Q495oA8F1RooChg6U)&ltrYI4N;93
z$Iwz_I@y?{9@7ap><d*B_>5d4g_}z@p%Td@o8l8Tpz~Z`s2a*8;bxW_EYl`Iip0{V
zUt|lV*;Rj*K7_(-E{22DvIT)7wQMPsBYH_KTY(7!uO5YO#^V@HEn5dVR`Rvp@qUO-
zF55s_lgk9^pUCru)Nu4hr~&Yucpd2_XbIEHB(lejVl!Dp=G1C4Q$RqYrlP>_%2JCC
z9D$(;MxHF&mh|nE&IPD)Z`J_f9BF&9#sk^`bUP>6k;-?9RE~*AL!>IaH3s!EJ8G12
zP8gKg8I@?)E-0|}kE5L!i7|Kffg3rSFLovKZVt1KQtN5vi`_|%ZCE8=>_KgNI@+r8
z#SD^S^TkY(btiZ+TUd%O0Mn&aOcon6S?mQ(5y@h2RO9Ofnu$yn`;yexWU(K(ku0Qe
zlg0j2BFSPFK4IrM&l_srIN`PtV@l8=L3|S%y(^Z@fnqht4zr0A+2J6m+_;zQa4?uK
z;0{6In>jd!v%}m#N5n?&iuvf&Fb|@d8j@5#pXa(Gz>#gti-VCDf;KQO97^8U(Q4!=
zFvN~*E~uz7hoKg2IUI#=j-U!1AOfJ06pkc)fkO`?U?Mn*<X8li=xd_3qaAHJ1Z;a4
zed)evlevF0wY50fs-mxzq}b@okgUI<x}?z7)t+f`=4GpR3$QuEa3NGigyAAo<0Ut=
z7a4{*l6nlo@GU?d0*FK@+(=wZJrap+_~e^*o;Rd6M(2kvSGDa$JPJ(2qXF~Ry*62E
z-*kxeATA5UjkxTT%FTO;OAkyK%LWC0sTRj@T$TbIEBoYz$QR*sL50TW5*k^`bNwlu
z+NQvj;(o+w&?d&|GRnk8iCHcp`a3$cDor=2XyY*`u>YQ_bR-ENjaRu#@Jau+()pv5
zJ=`VW$0o~n35od!9gsY5ubP_$=T_n1gZ7&}Z?4`fgxklPg=1+nzJ14mj`qn9Wqu8q
z%<)hU2Ym+xo(>=ub&$A(4zhEA6UcI+!=eM<_7=0yNhHU%rZNXOnc7x3+N!e9DI~>a
zp;JlL7h5bf*a*}V^ggD<tF{a~k}2pk=!-}}r=!|8XV6$=3ObXd9#arF>}|tY_>BA`
zg`0oQrV`0N-@_-oVxQ*?yu^p{PfbfJ8~h6<w<y<vmjK8%etW>HF7!QJ_56iYdqB1P
zMqT~1?RS`v;9-aD#>>5jG#9Dtn|Q-TbyLhaVmnA==h6X4Wamlc$X*iJ55R;md_D@_
zT!3RZkzE+*h<L+AHHheG#t)%D)7V8caWT*J4Hq>U8uQYJNMb>In8YrjL~K}?OGQMV
z_pVlGE&~m%yBr1HEks2+5(P|U%5eqhS1O%9$MF@84GfKNt2lwVipJtw^<$yiTbZkg
z@0tLgJmX~X$&%_%B2_i!rB!k#bFGwBZ)3j>b#Tn}DDa#Bj`l`IOu;cVZ}D15&Ks1I
zOYct52#Om?s%}sP#Z90Cg>3P6B+bpJ29R4&;EO)$&>j+lQ9y1b=WWW#=hG0d0^sMY
ziU;ru&;dXmrGtdI9j7pS2MRnEKv^{`2BHk#NzS{Jllu>$hA-f_n|1M)e+4=$%a%nE
zG56pcrtd|82LULoro}{*>HElezj6le0W0MS(<L)W(;pxu9>9a31AxrOD=E!9gj&FO
z7zG{!pbCW{=AvNyhMbQoCmk8se~eY}_J0d{;Ce`y$8ie7ze9ny>QGh<i-9P^PmuFT
z<)j~>hOU2#b@7(}0D9nh5iw8W9HyT^;hSeEtfs|8l<DWl`Mh%KBY{Eo7stQA`grp%
zf)4Y1S63irUP2upyo>^0Em46&5K~bQULohJ%1O85vLn|2#Hx7fuYn%89TMixIECTY
zQQ*rV%Bo>85M}rca=xjYG>l7~7=DXY@rM5jdSDn5=53t9@H;5*1rTM`uo!R+JKx#7
zOXl|+X1%`JO9N+2?~`1OBjP)o52)?$j<%{9(}yI*&X_(TxjVH3A}F}Xtm;&0D5pvv
zLs7(3=@V3AQ$DSzYbyA-iR7OoIa4L`DQfWjMRvx5^46E^MJZI;`O;^?a7kVYcfRy5
zoY!Y%zVvT=^3CTwZ%Ew)$*B1f+G#H~6R<gYS*CSKx^4RGLI-}+O19IKa-}x>QlIe1
z=~fdG?S&<HyhONyXCYe(ZAkeYi|l#$+s5cG!OL$E6Qx$Lw7e5vl$R@H)+L_9tgBDI
z5{&6><%_jdU-2z>y!k?m2Ggzo(0`b2{Z}f7_A=f2AD9pd{qVXf->imXc)HaeHKJo>
zYHVzGM9;HUhosK4)}ZbIJa6FoWf?g9C7q55R?q@Yum+MfHj2z3&=JkD8c^0`2BQ)U
z8G-^okV_3ZaK$`gI@riEl=NXrPh9{N|Gy5V8sBi5Hk`=geKSJncA7SljU5#<wtAX2
zI#Ly$l0dyo)5b_yHBDO+b@1|9DDdJV9PKnsOu3oULKsWVb(E6}^P!NH<h?G5)lI74
zSPyjIkgo_rvSxh{0A>Rez8Oa?+T~(23e1M&+(<e3m3~yh5KJ4BCmvG*bYPNQ0Z}T<
zCZGe_rYP{m5tS)4fe;04b8>E>oP5=PRn`(zTap})YAeuzY9vrqNt=3*0BAf4JcvO(
z3P=n`0osO~6O@xLwGU@a!84K6cs!Fp2OilC5*9X-K>?g8D10-OY7~x`je;|coZBiV
zHHMS6z}b$}csSdG9>56;n;k#_oE=g4W+$pqIAS&mP6Ig`l{0p8h=AIeJn^7*0X-N=
zk^4)ggAQoBqVUabRHo1bLKL*!$+?Gerbff}!K+X!*D1lZCmG^#%>W&^BIV6Y5CLj0
z6u#M;niP~6j{>z1Irmjg4$!Jgr$E||<akK?gAPbCysM<mERX=`02IDCka`r57<K_U
zGrHMiKFDF#Yqz}?aYlDA$<>(3Gdgn!>GGi59IBhE>iC;h!L>b;NO!a*c%|Y_g;D|2
zmbQ$U2Ua9`f$@z`7?NT%c+Pb`A=fmq@|^3T!aS!hO_HtR=!U~k;5T)tw;><2Q~ZOT
zz~gDbW2{Gz>qzC|W31{5JjR;0kFG8twFX=HM<9+8y505OM1@C}6=F!GBjp?OVq30p
z%|f@k-dk|un^uZMJ&Bqjr5a3QUhImpg;Lf$iMj~2@JSYhZ*n-=OQx99p&8!$o+szx
zGAEkR#*=u<?V#sZ!*(2u!w!lUT=C8raj_)8J)zsD1`ST|6#_*hhG4$LlUnm)O60qw
zlo(io4|v3c><y_c5vX={m8dUemX*fKgGC2*l{&jh32e(@9N5Q3mr<(Lh~N<;%Y|;A
z?&!veZ;qje{_3GMBzV8YdftmfJW(hhMWHWc)%@n$s6%HRivn-x!O?b>7}U;M7jDL6
zQr};is5i%}$ag66T}MRh;CXJmTPxSGOn&O11G`{~b)A`xR@{3uEyJ^_b>;*x!Eq;2
z`lPZn8ga6mBnN>@l3jB3LUZ1%K%KTIIYbC)vnW&I`h$4aoB}clt%de<t|MQ$CF7H^
znPr`Axt3h%l=2OlJQQo)aVmssz}lx>Gwq$(bTL<~GpB(KfKNw(wR9Zep}ZIt$Dhgb
z+CG%#iObKDQWu^G_-vfR-QPojg>oFNyG1?Sog7sS!JJd34Rd{I&SgE+%bRS+L+yE}
zz`J#Dv}(0W0t7M^&H12$^#Zb97{$6Kv_%YA^Fx)qh>{npB!4w8iun@I17G876Un?f
zm=YXJHuNr~uFF)HhTi2osr9H0y&s8U3B4;Qd!@>zc46r0y>X&`A%4kIV^3bcz)5rh
zx5HhT1g=Fh_B!BzCfOH<_XU-MQabah7}J7MI`hXuw*h%IPJD9>MQlK-c~SKf*2e{;
zKo^DAN@)X9h0S%SL;qZl0_(y!+O8CX(E+(qMQ)(TjgE-e!R03ixtmD8xl9MlTjZo1
za{1_JLyz^NL(R{?zRKZd8+$8+^Fc7(hR;|p7V8KmQ7caS1<z}{UVw|cZkJLYP*Xg2
zpaQ=7B?{l%iKF$E=vQBrV<%q|Eq77uZbwZ0<wnb|K!t^S$a-%SYdyTv*Fk1}t?KTh
zy8BgKYLzrR03pPcB8`o!2Wj9THK1|zFi&coYvbw>Q7m!w8_GVavZ=k$yz&j7b4_c>
zraKlPoMi1OQCR2%)k0HfPoz5~Q)ODYK*g(`bns&_7zD0#@Nb1~1MG2};F%7J=qgGX
zhv@n}32_l7jS!7bNEz%QvrA>>NmQa!pF)8b*5GJ|jhKuMv8Pq!8HzmXh=`#|h&@O8
z^JO}4z91*Pg_wLX!Ry0|;9lhjvyFWT!ZyNQ#%C;Ui*ZDls1>KZ!t>feAh^X{uS)4$
zuKt8`c<MD2`0-a9t*1nNuL1Tt#s1=mskht!djnKhc$2JeMX^qWZ&rD<nZK&ux2g9X
z)tmZqs{RIPgq&iJ4Y_w|={>ciA@@E{YQ1ek?gLRQA@_I6eyFniwTtp<MxwsCP-x>c
zQnHNJ_u*RhQH*VYDLwtM&~2!Ff)gx$Q$$0pY+pvrKS_uSH32UgKb2BLtt@RmLnXTR
zUnuZa8XWBa5|h!P_PL6DL6QGBB4Vf#YX2que`Pvw_QQf-pF&MsYE}dHDu<eFY<~#b
zP+J|J@l1jkN2rNfaoPZ$*LJ?(7IzI4J`FX(8H96qYA_1l456^z(2M$BL#>WtLme^o
zmK$orK!t_jWE~O3IzG6T^=Xuuk*aSL^^I12sZ~=k22uzu#Tpx0Ytq76YC%J5ZJyM6
z*M`<uQ7oag4rSL>S%#Kfn5&Aca<yD#dYmS%7h_vsO3$t@bQ@Y5-~?;66wzs-H6(*%
zL)OPdmS7i!8%e3tL@R7IMjbjcfx<VN;AjI&3`PgmrYf=-MK*Ut#7-r!wjh1WG956t
zl9Rq%!#I-b!M)0XW!pL)!ZxtB#%H`OM~ow|M6LL20?%u^UT}-ICQ9i9)+C(6Q<G8n
zW(tnhQ=-1tz?w?2X^xnB%MGk;L4}3w$hv(L>()VF+3wS6QQW<V*+CWVNQFD8!qh72
zXn+_(OVP%LRwGU9tR^(HcHv2_e{E<@7sV1<yHa*Hl}#OpCRP@i-CMBsuC`LHvu!zc
zZP`a}CBD*aZLG=QHCQr(#FI;jmO^`H+LYQe9VNbbVfPp;0$cie524#o+Y=|gnL!a<
z&8irbfishoxL}jkh|0aB)HSV&xY--E=;D1)_-0=m?I04P(c!kAitJC3S&oQUs)XAC
zq#szO1L$ly=`GwUcV!2GeU;<QHuqo%+ju(!pRvbXtRvn;t+;J2&uhnn02hbNlhVB_
zOQHh4nvVjnM#s_mO7!;{aI#ec@AGlQ)L(AE9S$li96{D2qgZ#uX#A4n&MZ*vM^Sr|
zYUg|VzpTQep#!0)?T8J<H0?F3Jq^Vcp47VDhGMHImQc)4cA?5L6vJPwIM=$OXG--l
zvd2phmf3m@#YHh#1hx!=tk7*J=5XShJVo@S4rN1p%wERTVp8M6QCcKw+oaTQ)WRxE
zJ17_g9VmQLz|jsfF&-U~ohsr{#5f{itrC(&(o1DJz;?+=Zy_mnal8U90rx6Lq;2t1
z2-}EUhR=9+yBJ4AidykpH_vN_h2R#S9V4Z41^gDy;VB;lesB~=>nTy+Yd{`LvEv*u
z^_Clu$AbzB-y!RFqgc0tZ@$dXGbgC(6RG+nRn1qSe<^JzLjgijTM!$HD`@N#HKw6>
zDo<*CZbR`jQ7oZ&I%UsL+0<cZw)1VI6Nhp)rxYwh;=Qo#*vEs1cq1-^Jx)f?jKL*M
zkg;%<&}~?rjT5{ji6Z)Zvx7}W*7r$@i%Dsk=sZVC-AL-ln{!c(L2w=lEJEXGhnbj-
z4#@LW<N}IZ=!l4^N<jXQ^oz=LAiY>l`W%p#fP0k#(l+-}2-|?X44-{-xfn-4idu2o
zk9b}?I0Uyi><THJfV>jt@YGc(@H%uHt*1nNuK{^A#jbJ0)LU*q{sdH5xR$KfMX}Dn
z$ovY%pt)Wx{gjqgs-@IdrThlyL%3@DV#D=D+P+C`Yq;LbliD7!;d+ZGmT>(UWp7p4
zR0>Whf79*+Yw!(+kp556dRq)EX@Lxsp9|ea>o0KPo7*X(t1@M1GU)CgAud*>U83=q
zQtGNqS=!u*N{o)XQ26F<9PRiMlhKj-D;2qiBKJBXVyF_Szb5^@G95VYmy<q6>I2|j
z<w&)SeGtMnQXj%+-#jeF5vih9oc0LMYsZD)7I*zdN+(hu#W_6n7z(^(9Y^aaQQvE%
zK2EXUIb!N9H&TBODl9xf)+eJ_XJSx(6$8*brKbKsQ%|d@)K{kc87M@oY71*(6&3k2
z_}!m8*>EO5N!?leWH&TCOK8t2G>zovc~aYBM+EC=F9_XkXn2wGFR6SA9Q~Zv_`MvX
zNsLP0|53{DYy4h86*}it6xi&IqwRh%q}?Ch%J3RF|6Jz8kb9jcwGFUl{{lKw(HoR~
z)0KTIMpn!Ka^-8)YKQ8sANQEu0om@aH1T%XL}PZx?9SO;pl4T!j(4ifnZHR5cc0;n
z7F}(biFi-gH0<Iv?}Ct>n#u0Hz`Q3PhsmDmS({|{%k~#vzE4fFVDbZe!i&^--oUL)
z2T~L6^*c&(pKm@C`Nq6p3&0#CU_PQqwci{YAB%wQj;dDq2}tO-f1tqfH5E1F13Ll;
zU56bF@;vdUWcf^4FybtZ)E*c-y*?1z)RgPUm71C+#q4D^|AJz8mv3eJH;pi1m-iz$
z?@Iif<Zk|KX5i&Sy?T9oL=SK?`xlU*<LxW@`G_LAJ)OnkadK$Mq&tc-xy%^zAMnmj
z4qsR(lsXD{;!xfkZvKl(ywDxT<X}|D)|8^@hmFSA8;xUfRB?HGbD^!tN)=6iR4*{A
z3vqP1t5mQQ)wc$z1BAL(m8dcdB*P$K7=oP{ob(pWVAc-7Q3g<QSWA~N7#nz9d`HIA
zp?Y?5Ot~#hz*tN#0??rp8-}Bx?<^QBC7I!5ADqK)>|wh|$&A4HtksgkU9d$nlA@zT
zbhyQ#2uGt1zm_VLQ90~fF`1T9lWsgInl&l5mJkQy^&KVbYblzwaq7I39$$dU$ZoBh
zFFOvfgJdk|1+xy0*!wHI$uVWGHK$t^qm_$`W<5}Vb4}PQnAWD&48K9`Xvv|W>w`8s
zIm|3<;hU<Ox=fqd0CmZ6*;1*q*f@D|314XxC*?Awg_8<q(d2BYy=}4?CoDtYxR#9A
zF&pB1MRG)Erc;`lfs0$9d?P9!f%nkoI-9Tp$JIBpF>8mH3S!b?Oo+k(=oz!zY$BhB
zx8ZBxE_4P2@gA*BrLKRb!)zuWhF~c@gHCAgG@IjG8o*9!YRfFiw3#hXHw&GOrWWBy
z4h6F%8SAp?HuOH(wi31h$>9OMwsf%w(DlNXJ!p1v9J;(<n$VO2cNys^zMXExjzcpZ
zY{^m5fFcC5u-^t}n60IHKx?MCYmwPTG$lu6+M6>nWR|yOirGx2WG0~gl;nm5Zr+O1
zKT#A76lg6aGf7T{7cpKsy4stTN!*#qs6(%gZ0&0AY$^}oqM3qvL}P2AMehCr=Bdg&
zVrklR$c`!K&7|ASH1e)3-6os9r1zWfYX@iw#{0G)CI^Eyaf>P2wVLhZbaZAJvXZ=4
zq^lTsaeGlcAUP0OcVTXk*?}tA=NR2fa>ZP!V9buJUAqOlXBIbQu%oK23AYFa;RcWI
z1mcS1hG=SgIUQ7n5q{889NPe<Q<AG^I+mD5D$|B{7BgL~Xk~kw*_qX&ur;et%piTD
z2_5OSqS=M@W5j#Ku4e8l2)r_#I)@euU8W@?DPghMmCPd~9-M)^8*4{a^_bZm)yV-}
zrG*oBGJDA9x<Hjg(VnU)*MS{+<xVy;glz~#CKlnYnQ}f7OIO8oGddt};$D;;f=ts1
z6uD()Z();&OE)(y&9#=YW*^kd8k`&v9;9YpVH}X0w>Kc|C!Ys3DJHW&&a%5CM`D|s
zYzUBegkwu)7V1|dhm@b5F$bVxc5(#ARmF=3vUXUp9htAm>q4F{n%Ss3C5f$Lot5Nq
z5bBZ%n>>~-U5YDMDO>1Z@@UO0nGEjYWOJ~v;Tq6UN-t~5<`!k!@V{gZk?J+t@Us<W
zj(i*!c3)FC2Iqn$&)66tIk>6fuX!TeKi6uK@?ivm!R`0?s5~XPfyRBNEyKJ7zm~F1
zEkPDI6fB6MphFlPMI+D2EHH<O%CU@>Tt^YFIK}D;I#~Lz)f^7u3TzR?o4Rb(5vY>O
z1RYvV?MI?^c2{$9?dpq}URxH3P`~8rxz?gN3ZH$`gkybna&~@paQ<EF%gc|&ufA9R
zV2NH$>det##vCL~$!1FGcfMmFglB{{lVW;upz@m*aLCN4m7JIv;hColKGQ}T&!Hs;
z<cgRvtjO-U024ErkX7add6}{01B(kGg<sI59<`{mue{Dz^43z;v6K@_qNF!V**d<l
zH$Myy`dWi|8eHrc91JR&xSkZ#%LdyVgY9Bal=NzFQnocaLSLUXQXlmmrEek~oxep~
zI7WXfb<O<l=#lJN*~_zQ=N}QnWAlron35-&q55oA)`IRJ=t2cF%<P<9;=t{6;ClF+
z&Gw3Q-TXBIV!ixQDb~;LDFD~Wza+&}odl1|zMS1qU(L5ICg>aK?=o+!?*U5Wj}g{s
zd5)1y@`FUprum(u9h>RT^=-~Kk#r@;Ad%wATI%B1*SVcxn~H*UI_6p!O{Gd3WC#t^
nM1-3H9Yo0?cCJ!1U0_{cmf)BiC>al<eko3Tvkb?s=1Kn#xaGV2

diff --git a/docs/.doctrees/drawmode.doctree b/docs/.doctrees/drawmode.doctree
index 0cee693965341f79bf222eb2fd89a0c52d650f79..787799bdedf5cd2e1b87fd3d37512f040e0195fe 100644
GIT binary patch
delta 212
zcmaE2yUljPbPgF2Mh1q=+=Bd~5{3L?E-0(GJlUwMBzy8iE`1ItTW>QXXDB1_$|o~&
z9-Z9E9nL5-`7U=bqs(SQ9!W+<g~{H$o{UP9r}72^$(Otz7}X}<;`3zGn5@Dd3?wV~
zKQQV{&J^%u)SJ9nAQ(up3+`alpL{^@7^BhTb|FtjlgSr_vKdV_+Y0wFPPP%|+<Zmk
N2P32T=Cfkr8~}LaLo@&Y

delta 255
zcmdmH`^0v`bPj86Mh1q=+=Bd~5{3L?uC${3T!rHDWTUc@Y&{@OPt8j$N-W7QQh=%n
zE6H|;iA|2?(%<}wBb1R+LngoCI666;JDgE=@_O!IM%m5GJd%uzij!q|JsFiJr}G8_
z$=$pk7}Y1Q;qzqFocxV17)W~Ye_+&|Y%So)s6V+?AQ(vA6xhLNFnN;TF-GIbkwTt~
grjr*7Wlx?f!ns*oxQ&s~Z1Fr1CPs_R^TotD0Lk%HN&o-=

diff --git a/docs/.doctrees/environment.pickle b/docs/.doctrees/environment.pickle
index e81837afc816518f614da600d12fff119f185438..96bcbd64d5d16493fe1e8cdff498f6342882239e 100644
GIT binary patch
literal 28569
zcmcIt2bdeh**3WAicRkz=Ms<s-PvbMZ{}=_IWWd%%@I&!owRo=Stn^nl1st{o5Tku
z37wFTgoK1nD4};kdhfmW-h0pgzTfPuR_*T0li$zdo%(*?H}5wyJ3G6Y+qQeUTynC7
zExmSOQ&trVV|JkuIis4*XI6wV+}###cX#*P=`m||CO?wR+huo#K~^i-eB?~z6;fli
zRmi%_v*}92oe9XS*wDgh)28(~#WB0DU=LUGslL%{rLVj>-M^`_v9Ds6E9Jg&cC3`Q
zdy(nRPA8MY&|b+FlF3NfhMYMGcW!KG7Q`q!l^L_$h$J=@^Hn4|hUTCoqf(p4iW%GO
zl%%~SMTup%Yp4UIsY0PxNma7NLfP%McdT{i4MmV0QagX#-D4Ll&7>;so(>G#%jrr%
z-riw(EZk?@-M7jL`^B7nocYwb|FAV@ELBL2+N$gx;91jCrILH#YO71xY*#Xs-<;Z7
zb`JsywGXytRk9T};SkR~G&a=9W|Xq!KD4sR?8DNTVw%jCdkbiIIU>~~ZWOF9@Z6Wh
zthwN%T&$|J?e<vHtVpU-QQ6@tD0g4(xvz*>b28NuT~>AvPgt|l`Bb@#_z?+f&TuNd
zQQ0G9H<qxbXESAYVZxfJs~(xCT65A4`iHU$?okQ%=te^>u(!Z#@uAtISo_)S-Lc*6
z^V~%-r>8D|u{Eodf}o1q?<}Yer>xnP)F>6XORSmFBKMf;@X$<%$`&&A7I&$`1|I9V
z$3c`e%|T0!54YrmP)kk>j6TV4#>wHfosy_Ju>VviKGXyG7uxwWdTF#$jQUm|QI3*h
zjtJ>I3*6JtjMF`L8JjUx%o$F<b1a(Xm=>Wufj1351JbPJp1UGw)|ugEtqe8mtZ*Y%
z`7Jv;XzQSE);Va_yqX81CAbuQ&pj7SSnavzu?elp*TCH6VRPN{tHVyW*tgbm*9G=n
z5Vp?>*|$Dy--W(?LxFu4Y5QIY`{u*G<>;l+WuXCjF$}!Ka}zYMWrbJ4!nJi4CShTR
zSh&G+Q-OuUF=u7MIV<6;N;qdH9G{r9uXw%8AJMfo`jyHSM%@e)+nzgO6gO2Eh2jmO
z*dZrfqS5i(Y@jh0a}G~9M<kqB!daMbFjm;ZHbNsOsTF2c%0ttb=N71`uAm4Fj@E!~
z??gmH$#dO6gKF8PGBj|4T)Se~@^e?X709o8?k36)Wp9S`QqBHOk-o)qw+7N*-BS8%
zAbqZJ)w!HyFNFfnb6-mZ^(B`<$Cf~cjP=n}K5wh7?l#f4-E%Jw^u4a7zSlz^Cy$jr
za0j%Fd+rs~7S6vCy0!<ps#YXZ97|!ENL5nqPS3q6W=$_wGM@W}7$(0$v5-#<+xfER
zz7aha)2N<M-eh%@w#H4;nl^6D8MO<#>}uy~X3Q$vDV28IYfKE8Rcm%}IA^CTW%pXo
znw!r0_ZQEaWz<|3a~g%4J7&I^PUY=L@&c7Al=CvVtWm`+TO;oE4OParj@p%q%&0e5
zogg2Re{_{hg*T3GcW-iTaBke;zIlB33P-GUu6J&*X6gzzqrzKI;pQFgTUp^6=NinI
ztkAJeS`=Nw8Q~UGdmF0Vvcr8ls-b0@aErpt(tXF^G_a$Jqs5ZkJiV&5TiSDPjXBqP
z4hpN*?xn4s`%b3acg2Q|gwy;PtrsMgRCX*|$!@aCy({g)npz4g4&3wH+nfQpJ<FYE
z%&s`a%(!G283^5XI|J4%xCiZa-!ne6D5L@l2xzfYs!~+F>nj_f#80I2XkU^YflC$l
zb|~UFFglK!l90_RTd|Y0;f@A;@09SVOor&>SW0bl?`#lp?36@k6KczsB%18r)gY>G
zN}{loN^+Hy1edmZcY}=nDap|0=!KV<a!-SpuqhLDfZ<db%<5inFJ$n3Smp>y8yCf=
zWKg<TKwqthlkRJ<CEOX?_Y^uw9Q57>`2HaS;Kkl`_@6IgoyHDve?#T)Qs)6@z(Ge1
zGdd9!>8*KAHY&L!ZRhjugDu(MS_68yWS(eXxeo!&wUUgedK)IDAh4p;Uvl5q(7LI2
zcO%AqxIsj0Y7OWG7q<IIOAhu9i3m5weN+>^D}x$%_pt^Oj|<74$YG8>mepN188r9t
zmKKM3o0>%TiI##w>oh(ju`jw$qGrg|`-H6btMrzg>`29Zs-d0XaWRoq>FRJXn{l6R
zY0=b%r-SDj^lXlH_Zi6HQXzN>86P?(WOLY~^>ewIMlse4xZm==^lU?u!bDFjD7Ym&
z*C68PDcMqXikp+1sBHK71_Aqq1Q-WoWp;93Xs8<YRh<Xi_v@}4Hm0sZ!+kX9e=kBq
z^BlS$WKvsN+z$X7>PUQChy60uv<3D0PH{ij(6p(!)W3s-yT^whsJ?q(9inghSh0OL
z=Da_Kg}^jx+Rlpe?ppNGTJ(V+TJ_f^IUqk$TdPb@m#~!nXw2$R#Ukz*TgQfrd9&Qo
zOUH6A>O|H_NyPmao-{x1xu1wx-4z@A32^(GluC`2-A}G|`d3?>CU=<{ExVsuZFOX9
z%)D5Su#<jzHMUBMX?d9a%xWu=&EPpQJCe1P``OiaEWrAn>nr_Ojg{4ORjzpM=K_1H
zR@Z30IGn5$(-mdo!Tj@jXW$Fgtn3)pZDse14!2mo6dO7eK9g>lP5XN($=aG>NpA@c
zH(%yv#8;ed?pAztNII)*x-?b%+PM4mi3RqHz;96CH?_cTwHBx=etX>g&cp&2i@@(v
z;P<q^@3$7HEB;{I{o&9d;U*6!v6X|ZCGrlwN+Rz^l=ow2DO>!LAsKTm>-}`x{n^l-
zA#u8Qij1FA#xI->%J`-1@q`M0HSYd;XulB9-%nbEe}euE(Z6*%iT<5_*w!0eL5<&!
zyMJgSLbvsg6!9l5;?E5tbdA4^yMJvXLi7JOiuk)0@s9=(y2d}p-G8+ap*zpNDdImd
zJdbvAC+oirQlyfaw%fF6<7zithxQ7Qq6rg4YIhVul$wq(h9~xIkfvr3!Cks=&6&s?
zSF>2eg;=d~7e=woXjidONs85M)S$#U47Y)3HJ2Ff8<g=(UspGRl5y3+@&m#$!@WX;
zc2XFGb}<y8-30AHp-q+Np=eyqXN723svcc<{HWkjC({d;Ynt|;Pzc|XA-jg!i&$B1
zw!`d=8slmoT)C&H_C+L?qhjax&R?8==16^xm7K3R-*$fB{M7kXjtu75WOBS8!eKri
z%T$udDz!gyhK_*2ZMSAox!l+5L(1v^0Ia?JCqq!1#Qivfr@LZ79f+cxm?Mkn<Vbe3
zP#qh_^P@Tlxt=<hu(_Nl<#9|M!rb5qQyq%rU_YL#Rhm{EhNR3DZLLbuEET2HS+D^5
z)B+^TG_JEE15y%EFGJD7?WzZXr(TY0%<9rxqRDb~WF)&qy#kpDbvUlpj9$#Z>Ig(r
z)*g7|&K5?BR3{sNWfhZ}3vrEEGi8539ZA@1|8A*{LQ2mw`t})J9^O1uN3)nKx#g*B
zxw_FlH@h`8R>Y%g90fUot>}3LJIW<+6dSr}m6fONXmKQpXK?N{^jcl#X3Km|NEPg2
zwXAx9s;E9(Q`mzjmbR+ws8dmkkRg`zFIs%u(a}bQi>WKPrInMVRK-#K$V{juEQ%z}
zjjgPXK}O1&$9vzF5E)CQ_OZCea>7D~Su>zsj!n(6S$J|!6{@McIu417Iv!UTT0}2W
zxE+?&3CQrQ?$Xv#ZnBm!%(r5z=tMzcjg8k5>Le!S+gsB4YR0Ci7*B<=IvLpsb&AxK
z7X}%1DiYX0RyH2~%eFd=WiuD|F6!-9r!zj=XHhLfD!dD=&R}u3ZX?iQiyA<tr<Sv5
z52rGgckFygma@E~s};<T_>D#<QD-6}$L^dHWf5%I*ahyQl+{Y)Ce&HD#;iScvwBh7
zo2pidgswt~H8+KQqf{BKQ)eS>Tl1;ZpZK(k21U*}tUcQ=Q0F3*vLaHqf=3fut!DXr
zttP1|nWWA>kJ)qK4#>jdL9IbLq0YxO=+0}Akd7!0OsI8C(~YUY-74w=My$w~*vPJ+
zES3{w&BX3PwWQV~zPify9CjterM9{dIi4EAHRc@VIZHifz;n7ir^9o)JSXBgou0D|
zi=S?PVo5ux0<F7<IBOoK6wD_{bPkn8_A5o)#ai6pZqCxd>CV95ET?;LhSPy~*WgSi
zf^_HLY-iixjH<PVo{em<;4h=pB|u{q#jKb>%!-T@tA&i7R$irxRFVp6FCEkdq-%Tj
z{;E`^>T=C2Fw9);2l(5bD$NY;KI!|L$}r7cU-Obm*`|hmzokY@4f9q@jUvb4n=9oY
zW<~PF!l-^dq_W8HR1Q}#>@0AWI>+K6VmWr~*WwPl0lU-=?%O4&)7j!|!*;3FnXyaU
z^Dd;x=thC(1-_IwmoY@0AMw6aU~GVSMHUYo2%CF*gI9NT4+ofeN~k2uwosj9GF!-2
zlF43_yDUGbUPk@H4Js*C;*B;W1k4g&MiCjPAVlk6Ru!?B^JV87&Ua<W0ZiljM77CB
zZ6>ONs4YabU7~D7X<K2hrjVc0h}SUIMRAt~;u_Us04Q%Faj!)og<VEr5enNT!dkB>
z_3~l+L;^4O1-^~~J1Ow>6zKfM`J?l<iB@=O$3$YsQJCYpg~nci5FH7!uSBdpkvj>R
z%}XaPL|%okYR&ftB6@~Q>1Fi><a_FkxS|Iq)SD2g4K_2Zu10RkS(;GSu%3)3f3#f7
z`gP;!I+GKOpX-?u8iO}5-SB2u-N?-F$i0afe5?+?cvWvku8nt~zWo_>Gcv#jTKE>k
ztQlxvS-llePu+qm8rArQ6tBVa*pAI-%aw?F8|q+<@^%5dLjd~4rn*%U%`cSHJ5kUm
zlfshNupW!3ccB;(Z$sdzcZ(2T;(H{~D6v0B<#;4jx3k==rSOce-z?*`DBd1caN|&^
zQI#q=5p@SDLdBg3JardQ{@Yk}w<MZX&>E_^2VtY_c-4$Wav^O;)V(N%;QJ7G>b<xI
zg70U7FLKgOQSly(-GEs@R#g@gAKtd%otsvBBwj#f3tT6p@>f=!{v6Gu?gtpwy_i-H
zB5TKX^$-G2y$@IDa~1<b3*_Ar-lH4y)WbpM9!;dEN2D<4`}0wxJoOl^K?@$2M0;wU
zKzS4S{&0z?Cs7J!o<iWMr$rRK+MlB)tf1vhzj_9VA#TG@yn^lvcWJJB@pgK)uL|$f
z)w7gu%`taR>{HBgvKibocH*U`d1vn&X6dgE%6PZ7b*D9h`xQIGuHY9BTX4UrID<2+
z+5TNTp`L^E)j1C7arHc|SXSW8L^>twU2K~Ku}*)G$p<G1^#bY&EM;~1CB9WvYX;ZN
z>iwvJwE%Zl_`<y-G}6?ID60<J$etSv7WDziMBSV&c9t3keh?*|`Vg*x13xT@6B5pe
z3FoAQb8^Db-w>#eupsA;yN?R+V`1ROTLSxY)WMGV36|&lLG?)_JoPDo_~Z7|l4w-i
zpQ9?`KZ7vm51r2<?y1iS!iRsJiTa`AK$zGcjG?8vRSiRj#!$l-7*6>^3H3!($FTYm
z0#AJzR}L$D36Z09O~dLdL1v3#^;Ib}UilhQp87hjfmgmEiT31t6XiL7^n6R;-wxpY
zISS0lsNp+`Nk)x4_O%!;-=V;|;nL7QgCVmN#G8Sl`40~vxF9rSb`K4i?^46+9B+2x
z>U+4Z&ha)kuD&mE-r&a74<yc;+qn9n#CcB}S3i<CZ)fA`#}emFY+U^WSKDeBWIsh_
zOcaTR97X3SGe==LO3BGRFqjfT12#O4F+{348IW^Z56GWERMUX`xn!EL^b4ds^-Ej>
zcmGNf&F(g1>DMSXL+LjH|7{rlyEbrYVn_cyLNk>9fVijrC<uQj{fUXXp|n>IdPO#E
zm*c5ICSFMm<Lj)cjxO3qrGI7^mtDwJT38gqqFR{x3raDV{))g;f5R1Aw5f{`Mx$kf
z<$__A(_@IUTs^&i7m@$aB5^ap%>PeGw5Ru9C^z)}Tj2i*!~fd`PEBm-wB2j;?uNLh
zcE>ev?sO*V=<V+DpOfOU>pfLwX&Uv-fIu+Yg|Y2_eiIcrY9<Om>MR7FnoYGJwW%8T
zq?MELiJMAJ_hx6n%v5tk@?0%ha~qLF^EXMV0|lnbcM7g6jO%WR>(5aI8##~V#wqiW
z@YEgx@jLCFl4#W1pQ9?`_d;m;{N9LrY9B%P@O_!6b4qRHHNY>c@O_mQKG?YOqA}F4
zAH$X(q^bQ;1V<czz*7g}3P(8j3N1%Vnr;;b1(_{w6$eY9alj!+dFoJHgYI>hB-#@Z
zWw~+00>Qs5jPGfKrz$q{<p_-*UV*r$4i|(^<Pnl+R!>cY#}FDnEJWN>M+(A+AH_tS
zA3A!<)nR`>BDj%H;u6|LWk)lN%S(-Qfe;l(F1*o;z*Bv=a#-+V*;*aAhQ{eJ5%?pg
z$>*vow7gm*6%C_{MQXp6s)xi9Ni<Vp7(E8%hS8-0KQ;_Mt__@;*vR7%8b(h*+*2nC
z!e{g(Cc=!$d!-)DXxxAHtpDO-sx;GBT5vMM_|U<iu%*1HR;ErtJrI8?0#BWWD~X>B
z1y`_DZC#P8=l^sOzDx_({GTC-_WTc^-0;6#;48xLGuyzaiLGCW(C~j2;+|S12%rD6
znW*ERuZ|k|2X9klohDN6AVYmaHLN2vT%UtdaD6TUPp!t4T=NxRb6qe@yQj+Vc_MO+
z7O5FNUlQ#ZUW;<W@H&BC5QbZA;MByHu19DXz7TQjwhF>$_#!6i7-pYpWH`K+H&v=>
zD-C!h!?^718T!KF4Cfc48aTfMfu|C<l5=hcP5=V=Y|>Q8f0f8iYT26n4U%Y2ehTG=
z{9%Eo!|+TSI5n~DHbO)G2;!a^6@*W|!$ckVeE-ux{#5y<dDNL@sBfj`>d!&((hKhz
zDrJ>J5jft6z*Bi#$uU(nR0OZIb~0Z1s9g61JtiP7cJ#c$1*Oh&y3Jj;Aj*qcxpqQH
z5>~=lpKvZrI710Xe*>;u6qtL15?ncqtF*-R=cs~AR9SAkw+RVPZ5D`6{}xF!>g~@_
z74cgU8t=UtaZkNQ5I+1;Cc@qeZ8&wa6=;hVeo^DHhsIEY$FTKx?&`HDgR?F};Hho6
z!dVW!ZO_pZaZPyVX?u{_V%>AO6dDh_4k=H)9#=@z9@rs?_Dqbk+<4*&!Cx81?`(so
zDz@_~gvJqXKpfk-g7DS9NfOQKsfqBb5gJEagSe-z6@(AJj)^))bo6j*H_i_?%fa}W
z#3!_i%C2Xq*FDSm+XE4zZa^-)aU%jx-GnQL4%a=QI&UVjKSvAo&<UK9(;jG8{M;-R
z4XtlM%2RK}HE_!<l4$0|(E2u%8(QBk@OOmax3+;(6I=RDgof64A?~T$1mV;AZYJtz
zJxJ4v896T7o2tTBp}R&i?WFSeFpSGfBcX8Jg#*!$P@neOQ46%+fxuID;!4{2qG<xm
zU6kCPV~g6lAy?1+-6H=UEng3bdnM7H`}<ICxPPy}?+?QtXalDvHvd6{hWm#Q$L6vi
zeC{7+qK^A+pZl$aR0%)Bnrg46Y1H=!L;akqsq^KiM^ONVA4A}&$8jaYe9o<}_5|_$
zIhr~dsZF<qCk4dYf@Yn!1)b+~m`Uj=)WNnju0ijAMiPzpX0+v56qr%-oZy}h<6dZq
z>(5aIsdzujjq6@S!c!j*h|m28CDEw2KSx!>e+Z#*-G>qP)JFv2!#~PIo$G2(!yOYp
z4bvEE_!vWdTUg)lD<t)Cl)+!0K;WrQ;tIYT{PHMAQ?zRi3StLK%y9fEq&)R$Tmz0j
zBZ>BH{VdB3*Pj#o=fn6fw82vqTk=JOhUzaNj?G>{_*{KO63yzViSVx?G*o{LaqR30
z!iRr@i8`t~d&=_5PRvgkI~XIA&`!gs?VAka^4@QqNQn+Wiux9^!T7fkc<MX2a)j{Z
zV5k!Kr+uyYXMbNLrH0AximdNxS$e+tz9gEdFiidc<%Y>03j9Z5_>bGbsflg-2|~l<
zPZ9Uj&jjH!`Ew@fnC$K;Rx71yMQ^Ls=9@{lq-oUm3x;~WIZxz7SII}I>X#@0o4-Qf
zsbAwtHaXwaRRf>2axy+Sr;JIxmW$3V)AN5L+J39GX}*6aiN=?0u>AKZFn;=j;QkoK
z{i!9cKSvd8_@7yB9Q79@JoQ(B_)Pyz5{-JXEsK2O|Blc&>K}+>$5jwM{9jDeIjT0h
zbcJ87@jYDqTTU874gY3X|BFNQALPL+|3%=bY173k4t{NzqY2sz4`atv#~zWG;dVFF
z#xAYKXl|!VqJ0}@u-tGwQ}DCG_}OjnRK*s|L1-wRi@2vEg77)&kVLb3Y9hQ7p`o}7
zaZhy%!iUdeqK@LDd+;F&e>!HzQ*k`J#`(T6KB9_aaeP)>$>OKv+zgWJ+DMti9W<QQ
z%x4%M;?Gl7`dXr?==uu=qtp_mmZ;GZ<tj;DcB(x9gU9wn;HkZE<v7|!A@DET-`c;N
zwe;Ih<Egzx*FIX8_Vm7zXr|hDYCn`4Pwg-81H$kF+rX)b+#H0^c<NxpJ#~m6d`}(9
zM4hLOYws!Jp!nu&#fjHG2#@nawBS}TiPP8y8g>}N_z-`k*VbvqS5YdA))YqN%eN>b
zz<&!6c<N=i(tj^q9$ZO+rs~QbQTuYOR=e^Ql4$SB!%=Qrd4#}YVfex}aB3oBM<O(?
zJPL779W4mom2oEOT)C{~N;BljddxL=(srwO3dyGOFV(4R4NdH27#})4>{K%j%X%O-
z_%u-6<la8Wf_oPs@YG^l>E8c^WH_4iP1Vu;V!#q@fOhmTl4$Sfr6@O!K33qzh2h7y
zfm0J%JOQC`^ofXj>Lfw<jy{=*I!7PSqrd75rqFn)Se7rxr#dQWB~_ooFfQN956Fk2
z!F(AtBGsv=1IL_(z*DE=O2_c)`gRBq&Sp$TI2Rzn7bO0~$tl$TY$RfCm&-))8CtP+
z$bcjomwsr^auk@!cZJ~24C7X|#P#Q>f^?k4a^uNWNO<aOf%vW%ltiQ6{v1^ie-1+9
z$#W6MUbrB9_<2m!d9t<?iA?;ULu0664a4x!1nPX`z&&dbcxoN4aF2t7334<*`=H(9
z%>{z7G)6PKUJ~tFcp=LT!$X3<D2#t)8$4Cf{)-VBf-gZFJJ*8n8G4l@n$=Si;Yoys
z;0=g-DkTUXKFmZN!Cm;4prWv=E5CCLhQ}mq(=w_{GmOg@i>pFnR0jFr+(zK35nMSW
z_+4YT7F<9RTf3n731?J<Ia-)@MphEdY#1_gC^uwo6nH)iA8P}rCbq7C(2!X~+*2h%
z_++|FG?9tlYU0Nd{FTa7$)sgerx+SCYhqLx`5?1`z*ALRYh>1HflQh>RWdh;u+3VS
zCUc7<+LO5z<%Y~x3;Z=<_@!;&)Wp_#2o0I9Mch-D3Bo6H8xwV8cK5i|Y<gqd{}^Mc
zY|=F9+s;rwE}l<0QD2U_90j2BbqKI$jVtNo<6>Pk@JTDD%I6M|Hm;><KCh5Odp@s3
zx#4rCz^@9!-_Qn5O>EyA5gI<<gt(`!7KG2|HB8j;8R-eWDxE5qG>f{fWvEYNSsQ$r
zdL1&s<MjwUbpx*Ckw2&ns(?dUHdPL96iGK}Nt(kqOQJo8H>2Ee_!fb`H4ML{4V;?T
zuD2mH9KIcKPrXABK8Lq5QODuj9&_x<R4JrYRP|1V`Vo1+Ke<J{3wdDhHU#);8doyN
z@5)UL5J<BoBXE*Ei%zppc#kN$T`STA-yw-cf?@BSC@{CNy99T47<W%gTz`%#*xY+r
zZai}z68N-QAU?JCOQKP4e~zk%e*mHJ%!7z~>LEe+@b@uM=b73<p>yJe0*#@DhZ#1U
zGNc|sCOq;e0(?o0D?H-hfT0|1Xzd0=?&E@aLSr<!PfDVFBcEcqA^B;+KNH43+Xhcn
zY{GL04ad(T?x`09;gj@!Ni?gcCc<AtXgK}=;-31TAbj|Tn5g4;p4kfJ0X_ItdN2ki
zp`5l+;fEQ<hq}?j{f*8wT9En(O2GR^5qRojxN;;k*MlQyXlq9_uNXcq;y$6pX_tIb
z63v_#N<W2iL+Pgl{+TfRvu)ti#1?)Ip`rBih<oY_g77K*A`^9#cKWXsu`3*3G*v!n
z7`1%~VdD=Q^7ui9O64Q!%P7Rh`(HuesjuQnO8Gmd4I47%P@d>1(M20JfK}QmpCqrw
z3;5Z-4D~hS@&nDU3%Y?c`OcQ73aD?en!eN4Nmk!P0lfMx1fKe~2q6*uIT{5gPSua!
z5dq%~1i+;4Nut3dNH%`_KFW<Be<1K5hT%VI1E(f7>Bk6-AAf?lr+z93-;Y0IqOBis
z!XWOn{E^5c<AR1!+s_f^e1H7{aeRJE1ugxxSo}qsjK6ZmO}`RQ11B{%{TjtB+_YHz
z1_f}_ZxMLvcOpc)iMH&5n|?0>{tyU&oBk+?29rW=`V-2HoBk~Dzl7m`Z3Cw!68ATR
z#!Y`m+*AJ$gzu(*GSSve_zn2f+(g5u?OzCuoBoZsr~X3)E#1^FZlX<1Zu+l)8aS!B
zY1)jIZt7RNp#W~$9f7B&;|k3(nrO=|xM_w6m>CFwn`TL(!K9FzW~1D=X^z0>hT)Mm
zaB3oP9SDt^IuZ9&mmqvMbu-b{O-rWgCK^U<^AH+0%|{$xCR0I6H!Tr2(WWLh?J1xJ
zPHJx23&kx)(-O5e3gD)F5O``|5u)8hTXw-s`-y=40|9W;0g`AiDdeUDQEuFHkiZWP
z!w+c#rzR42C_>|=!w~mWR1m(K7BErgrUjv!*Al%6K8oLj@ka?|Cxz1vN2lsLT1yjN
zMjgg^JxJgT1!hg)JX+f1yjKXQfvKAF4o7iI=N*9pI4_34Qwv3ib{=gJ=K;opUGxt8
zO5NJ%I^9}zq=p|Q@S`=neRX(_#>?+fa*bP1wbjfdtNU$c0U8&ry;`eY?es~afd=xt
z2nA;0xma-hVce3Ixc(ef5Pl5HO;1~jgr|-bh~HI?lSHH5{v1^ie>_6d(@sDf-$)C>
zho8hmT~Dj6?zc_6x~DPJa5BTXGd<NQ$bxTAMS#zpaYe6kaG+<77QnaIS#5NJq4spa
zEYlcG?HQ72-^2ly8;X|;enl96W*a<Ju>mU)8ivn89G@`@!l&qLNi?gcCc+018ivn7
z+*9WY!iTSBqK@Iyd-UlwaedScjwe+mr<gB}ZpDv`@U16)*c!)gEp1a?9KpMh{Koj^
zqQWc7V#NuD`XnA=V`$-d4C6z~_%I;n=0vq-e7$QlM`K2Hl&VbyoK8a3QL0AminCCy
zfiU>?d<33aiz{c0|A}by5AxT#f7Ax4@$@>e-~w%d?kScenq6f)y&mPp(-#VSC=9=-
z4V;?D<0}ywPhX6<r!EnM@96{+b)H_;gIz-$S*tSfVTHqM@v&X0WM_<HYi||fdH8%&
zDIHh#D7G`>FWKd66-|8=!}!qIbh&RrR7}99c{IT|xMo5$cFwYM;_KH8M70e(nWoYA
zNl1n7Hz2@nH?H*k|5gV&0jZs8Cm0q}(%KZ=2{Mvs-wAA#n@%ty@X;{bX#=MwGMhzc
zIzbL`Pi+*0-wE<e)OCV&J^E}A_|`v+THHH9$0+~Lx&zxsqsJJ=hb};O@V`k5j1fOi
z&_&8q=@<pbN5?24z|K9c>=^%F+R#Nv{A68Z;+r{+N|E3D`afG&u9&XG^urQ3i^3U5
zs4|l={QO>KO;tfs4zR*I?B>&2qcQzspM~<n9vyG<E2C+vE2>J_IT6VdF7Y8k?F{8;
zOwM?XW((1lsunsAS(LG<CWA9@=-}Ph!f31|wEmFEDCQ@e%Nx}P^DcDm6|tLZVo!!x
zeOBm8l=!qr+)|TxDkb{I;=V+gFN(~qHJQspGWAirFH!P?BKg%d$)`hd?M&F0DD?@E
z`kI>5RdrH>lV)F{_{T;3r8V&<LOc&lc!}~J5qVxs-bs*$Bd2hR$5bWi?rVD0Z6ffs
zHGz9mpg)EX)<zD0rqwWVP%iMxYH)r+zK*b_QG&_~ohPOKwp#rKsIO0J4cm{pJZm@T
z`!5J=dkxkDm^l=BBH;Z3yu1dC0w~AxPK0_&P_L_@c<3c;YC4;>#twf_)xb{p$5<lp
z^)-P!Xm)+*;Pe)Jh2aaG4~T>vH3=s`0uO_2HD1Hex-)$PLLU}!<27-oG>A)<`b%Mo
zCKvfW5qU*Tq_L1+W%1LxT@&}5h`X{TZmDk}e>SpfqTVZ_cGg7kuw4Hj-CdLPL6LM-
zP10#KNj#U)KPP$Dggz@m-%t~3h(nK)Bhq(G+?^usjWuzcBI?iO-!*}^i@-P41RhU;
zwFBUHP1=1T?dqB|wl;JiaqZsNzRLwiSub>+5pmbl#BqYHJ92;5%)49UU0ahUr;`V#
zPw$$r=SA3cHDRa2IKARbzVs%4NTgn0lgjl)t3Oz<YsTIsVsEI4<u{YTpJLcGS$Bx6
z8*8#Sy)^z2gIyDOkBGdfCbDK8I?AredQ4=!xh6}Ft@RHN4VH?0@m4>j3+!gVY^OWn
zbR?XvgcC_Poe5`K0tb`fix+*I;agAzzc{0O=dhK_zOrDyLo-WHbCx37Q+jdm=A<(q
z(c8A2{j}39(J%e=svkNXI`{I@CZ`Kgz)GY0IT1g1zsH<T9o^n}tFz6ICZ|I)Iz0Yv
z*JxSYBAVYu&DK6?+#xq6ZTxALd=k^0viWDGuCxxpk&a`@5gf&hKh9+*vHP#j0K?yf
zNTuzaIMXtf#~Eq%CObbk6X#~~Z>>~^<<!IEmJ#eW?8LF4IBFJuk%6a%mL1!!?6f*d
zwmzjZSyg!}>QpMF@`-(Yn>TO98G`r=BZc0g8tu#2oBB|(+^60S8?A1fW?3h=dvi+R
zZ@`Q~G)|ctGlz2V&u#gCZR<i^VV#sm)H@&s@Aqz%cE3~FJsnL_??N=K@Rwfr(>L6F
zBI-8eSVvtFi!EPqhPCq2RjbcD@6rpGtzErp^~y_EtX+HF+Dq51SifTJiiLd_FNz<N
zxMZPvHxPr<#@DL%5ITpZjZ_P1bvu$gZF4&Qa+|Ze)u~3(az3fF{9x1aO0kGP5tg+p
zBhqpn6xyfmprn0yH^eb~I4e~S&c>f_!`U^NE3J9{pPUh+aq!!fR(H05pNilZPW<c!
zv{-Yim67=I*mD|HcS2MZN2=Q+yz}rc)u_9W<yrIPJ9eDA2_E<t-7@NK=Bs;fjmZf@
zJVfwbq~wflbsu7KxEHhE%k0B=3g!LG=E+0Mejup*AhUTY5wjl(vfsyS9*o57hlA`#
zn9Z}3nEhyw{TQ=(z7ew@53-+NHqSX?_LD*OQ;6ZDQk;^OL}xU|96ya*Pd$UHwP)Sw
v$T%|(9pG6M?6l@3aSUb&-#sO9K5`M+&mkMq(Z1)2oSO{1`U2AMYVZF6z=g{I

literal 25042
zcmcIt37i~7^$z5o-Oa&$h6&3t3wvafa1$UTA%-PONYY^x#$k4*cY7wYGuzcOIg}O<
zvJg=`ko!L5lEeExP(%?$6cIcSK@d?y!CSok-}kC(re}60+3@q9-!EPDs_J|1)q7Rd
zRn;}M=kJ{MMx1P6Q@35%kX6OPuw5ucPA+HjnPs5_cc+dE+?{=QV$7PF$q#1pw&zYV
z$Z{#0kDP+ELTcEy3R!n)HeHIilL46$i+4<zFrmjO4%<Bid!U?8^$cZ8J>JIj{0*h`
zJtf;Kc|BfscqDIkBhj6jP9_H+y_78^lM&AbpJ@qqdMrK#Y?PhK4BKu*hz-Sj8AMBb
z8geo!wQ;zZvE5c7?M*3i^xQUk%W8K<Jc1%2Au~taSv#OtCRK80J5Xa6r!573yN3BO
zbGK1<_c9CY5p#BPW>V&!1J<<RR3SBFE6?4_w<e}WM%=yotu|$|7Rgk8V`{VK?gJD`
z?`usdWlL0eKi}Oy7H@^VsgbPLgF2O&JSUwgrfFxdyMStX5h)&V4}guMzB@N&O@{@%
zVp*ka_dsic6-kv!Dmzeyf!%iBJt$^P%w|0I;Dj|TQy!tCJok`<H8q`2c^=}2CalRi
zHHIPssq}hf4|;A#qHIk|J7^8cF1Uv!+{5b?S!-{Ck2>R1X=3eFw`<D<Zny9D#GC_b
z(&t%IMp9r@a(kU<c_3v?Ev1Gi)tzrmmKwPW$^-GqV3jRo>`m@MhZQ`+caH=sYl4HC
z92Ij8PB@1ooI?{%Ea5;w2WlPdbjI5OJJZgm(bS@)Vl+_ZP%lc;v00}|*<xX?dknNY
z)_0GicH_ky@ANuHKx1dVLk%nbF*RN!ik{%RCsq_asiC5aq3F!2siGsWG#ZI}GL%~4
zyGyB5qx@x1;Dm|-PK(Gp#dnui<h>;pa_x$cYflY3v@f9>!f6$MuhbUohhnp!*gEM}
z(bYB_pt6M__jG8s%6HG8W(^ChhH9sXYQ~9c$^%ZDXt>sQt%`>08d~H`2xb>vX8LR#
z0^jPpZ==APjI$tUZPf-5k#M%}CMpu%-cUjk5;%OUUbcAY%4P03;Ggo{0rC$er@{T~
zD)(05p7C9~!hJAo;h~U)or*EDfq8Rbo3Gav&O?pqP-7{2YIG$Bt6^wT@ZBOcsm&RI
zGMTVV(dgL2hEn;wtv0)^Xs3MFt7un>IV%#*sR^eq;hdIm0=JeSl)&Wya05hc^xaJq
z8BX5}flAjN-YZ*?OmR4cPM9jC+;{lyJ28HEC0OI!7>1TYv5-#<*m=))eb@wpl<uzY
zvRXzqcNx-}FltR3vI{!zJm)+nO!4fLN;~fPCWgeaHFX1qNpw#4g1!mX^mJBtRnNDk
z7&-5bIrZGl>nC4Kr}B0rxmKkLUS2x+DplOHIpSVeS7dnekX<UtfOV183Kw8(jjoW9
zX3OXW?x=H-vt^5W@#w(Cj;QNg=v-t?)&(v>fvqTT$rkrLEO5SaJ_aNfXjvmwimqZm
zz7)mYi(;2<ao>kxs9JF#XQxY^dzlaGsNzs@gu{^Mm#v-BzWe@|bD8g;+GT6!k<GsQ
z0n+XVWAVe_v|x1Uh7m_pb~szgZm_-X<#u6JmBQN_Zxr`K&LSC=Jen>&Y?qv3W;EUs
zVghFF<<25&3jBk5yB{8n&kJSaZ45ECN|lPLdtGTgqy$7dkNPFq68PSCuYe?W8zbZJ
zaWUDbvL!nSA?}rR_?~g$F%wAgC7*=$wtH0_kNM-`5$GTToTzej9h<Iku}K#TXs)Fs
z4SG!-hwxkQT4#|1BkvVr3P|@F{LdFL1t9*qI(%oSaC48OGC*s;Uth-{Y>90(oAl;9
z`=v@QNZa|mdjr_;rB>T~_;!SroT+WA4Z1f1&6l=JCPw379kyMGiWVdDN8Fq0s?r^j
zK0Y??&2=nxYr?|4Mf>KcQ2w^8<=DenZSbT~*}b))$-+vHkE45ALq?%V04K(5Hty{x
z8M5>4A?<@A-JX*jEV&=4v%`1?lXQ8Yn9aC%G}MR_dD9xU?GKc4@2pcHY?y7MD<jQa
zbu7l$IXtJhG0AppyLZ<y*dtT}W3a4rX7`@DqG8+C_|g5SZaQIQY6{ei&z1IaFC>iZ
zVsk?(H8qQSAFv_Ek8hlEu+BgSA4qw&dp{U(hEZ7+jK&v^M{>7bWhKMB9vH(5Z#n%^
z!Gz#rG3TQ(yk;g?6SkI|%d62_s?lpJ(Q@$W%K`cE>Z@>~@=Ct@iBLj%WW;wr8M9hc
zv528}^YB11Z{F^Ds^WE{Ok|DZMBGnd-SBDO{Y=c7QL?cXL~~e`QmJ9j{cOL}+i$g+
z)WvGZb3fN_wPb7zUwHj-8uIymEOU!#S(<#I--={2SUzM2v$k@-*pKxF=C_=w=oOP+
zE?aFw`QkvbR7{tYjn&kb^s?^D)|BipW(A)66^E<gug2p0!|KvHv*{jhAc;jOmc*0^
z@JROv=GzZ)A^A0DAy=ATk4rmjSni=w_Z#tDLhQ7wgvZ0=@lB_NJiaBX)llXmqwcrk
zdxn6)%6K0B3Hni@zvHwL{aw8p(F^oSiN{9W?=@l3D=Z!-i|=a|Kd57&OFS{^{;&y)
z`NHB!viOl^@l+iPUE=9c_s30GED#nyA&Z~JoQTuPHTlo#xadO9jJiLM?;0|PHkB6f
zEIIrlhV_<94$sMqDqP_CQTLbfimx~oYbNZ3*k$ach!QW5#fy$hYyL`BP+onJmqy)R
z$M+7YP}4Gm%gf~Q8_ngn@!2Rlw#+M|?(gE!FdK1O64SO4=7^bY_)pjQRdV~iw(TGE
z45eAo*GApfWpCq;G3OQMG3N>AY3CW|HRmDc5$Ad5C0gZA16(dh)6Zm;`{($f(4py;
z4@!DH-9dTJ{fo6*F!_g7l9*d%FwI35{OeZq++rHa4;9M81KdXWoA3VJn$C_Zvr+dS
zes$sSM&Ep_C{&sX{4+jhTM8tpf%`9O3WR~X`)@OjXgab)k|XYa&}0AWs|h<zm=Lqt
z^xjI+D-RB4H>sVFm{2?8X-(?JV5KG^nzCkNagi+y7AZou96U8iN>0WzW=)o*keWi+
z)ZkUBrh?MlT+g(kOT*h0Y8taS8CaUidgb-@%IxOUa1oRA>Bz_tY(-Bm*ilU9>?n4I
z(kd$pjA(H%isc5^9^F>k%B;tEUaDXh%btn=RZ=Z@rm)&7j%-%hA*ZBTkszAPpVxa-
zXS7~m8)a2SQ!hD^DmiKf5)*1Bvm!||rg~}?5>nPo4!fH|#+WUocfm836Dzcs2?fgK
zSk)Y>g*8g5P)_C5t{_TkH$0(e5$!}_B=*$qNbs#0Bb$e~t>dBVZN{p24?*hPOtmM8
zS@x!MzMQeCDtbV{Q+pvfq4t)Nvd@@N`+&esl(MnR@ocp(^CtIp&+DGA_G5f%U`4e*
zsPJ}{n#1fFx{g4LF6saz`YOt-*-mLV@7Vbfc?a`lqUJI^5>y(EL>-6(=Z&05ieP1G
z7q|}gR6EiW>L5I0)-JkE-N^1vl}kn94kn}NDJ+ju9;&7e0c~5eC@~m`w0{m2J~5V_
z8f2&rP$?@SWlNaa+UhXo&(dO&s+39U<inXf9liiByv0-}=!ELRv(lEkK}ahU?<G_Z
zY5FkLw^K>YW5kLKi;ipus+ai$S(CA(E03u8i1(MdTWXh5ocgH+Nb%J|JY&ur-&yE8
zi+rcWciMa>;ybOr<6`YRBN#N&PO3oFjv&aI$q@s?MH0<IWs!WO@H$HK>f6a#*f-Hx
z)HlUxLD<$e*@@tPYu{AI?VD7#X6u2*M)iXixjGt1jFnqft78zeB7?<pAtM8bI#y??
z<H)?aXQ_?{UELrI=0$2zO{(epCy<BU!8Tjg>O_{T?slt_NQd{h)ncOfK2j$mW<~PF
z!jRrRR!flJtEG6tc23k;=p2FR>Iry%oq`>?wRjVr?X)@>$Hiuk)ta$KxXo8c(^Sg@
zdWt|7qRwhLqRxYOZK<~~wuosfm@TiL?(WJaK5EmAG2~R_#W}?eWhIl@LbjAlGQW@c
z`_|^y&YV%`G#1*YwouKy7-d$X3~S$y5H*8Zry~|?_7YdC$dhk)C|3W$L7hP+50l+$
z#@fhkO@&=O0u5BH-4;6wnPj$(%pzoVrZ8(f-;%enif@bITLXq~Bg0lQJc|sSN1ex=
zC$}~GQD<+9ZG!AxrKWFZ%q8QbFn-o~!Fib(=YT9*vx2?=N6J|0sT9(EH6VrOBvcxa
zYI`>=JA>4evoN7-mJ7G%L6&EGuC(|elVZN&D2FNR1A3~ZvZT4U66}Af922;j3V$V0
z>yc{XgGHcfM&*%!nxQhoh*^_R7f%%s^;Hp1^pX0{8Tdk#$5vB5>y;vE1Z6rdP_6)!
z0Q6S~<q0wNLxd_Jqn;<3C9(ZA98qOtgX0DSzS<~E0*;%6sOQ+5qj0P^)Mn<JnF=<5
z^k*P^?7$a<62@nh8d9kdC!*egf)Mde1im_#sNmCy@`V^Hg4$5TyAamvj;}zNIu_D)
zM4g9hFg_oFuP(r|!uZ`JxG$V`ii+<!?2O_I4J36WtSMkoR#^;3^2LVU;k!7MzohK+
z=BOrRU&yfLE0VehNn0*ZTM+na6i>)=<^e+u^xpXNihAneO5*G>Mp2hYW-jpOR#3ir
z51y48Tq;C!)4Uh?V~ij4jEH(4a$%Xv5cul-!irw)%~2AjrSe%$eE>w9yPZv^#`0q6
z2{&oZEuH!JPNrW->Vx2cuVCs!6k<&?FD$G@gD-0^Gd}C#)8i%#?j@&hk~N7-)2)Fs
z^mjuK`}do-2L6~Dyekvxaxm@BvFDDe5967#T7#Y>AAA$)3M5KC-s#wjO{Zk0iM4Vi
zHpR(i@Iu*YwFSt4E?bj0K~-0RL*FD>LE~GR)e`D%>MG=w2W%uyuk;vowIrf!PG>s{
zjTf&$j<2r8v*N|;gsAr-TG#c=$OWD61_9m}2Hw;V*qfsaw$7WGp9^}{Eg*b#t3ZOz
zdz%pTf_rlmMf~jub3y<42;#oFLl6P{P7>SeKMNc7A1Xr$cQG9IH&AsqilcAcgTPlG
z#glytA31Z>PWo1^(xGy-z2{!R+@~?}O;+76MDyxDfc#w0Nj@g<k5}NmIWo*i=ZI~;
zbI1xx_llh944)vghMi$yZD-hd2Rg$i$+SPmx7Dcn6rTM#zNbdjrzOre)TsK5#QAm_
zRiBkOUreLwa}ww4XjFY3PrJS+eF2FvVJ=*AWS1kK92w-~MYh9zEGNBdy6Ig(k3omZ
z>0V?yz!xFHS6{-j(sRBn#8?lS4)7If6}11a3jDz^{A*3%l*HEgb%dt<KZLliz9ER9
z{Xa~irv2~Q4o7Fxw%3&^WV%YJ0UUxD`$}otC8!^Tev@IRY>}<d%%Wfx)y&klkc%Gh
z2m)Vy8&BAxNm+CYD&4qSaA>ME@1w%<JDR2LAm0_Dxp^N$zA^9j1pas!{{1F!N@7ia
zfY6xt3B-N%LqP=QeUe0td1tf-ldmq>pB%4csT$?|h+${E4c#^PY9AFo>M3Nvs81vC
z)sOL{QO6X6J*nmP?8$~34El@Ap#Kx${8P<Y+xBNd)Y}$XK7$O?<bN)>XT!K(G{p7h
zD1w!Ij`_wZ&x7#QF9i}<^#vj7<@V+%iue~18mIgUabLY8hyea;5;aa~FlSoSaLlJN
zl<+dchQ~?NZ;%B?{1$<)Ucr;&JI;{gs7YhP8x#LdFt2KiHu3L;XkOJnFyEN^HNn3g
z#{aPio}yThKOr=h{xjmf`imd}Q~gzlvEnI-@V_B6mi{~9zWRqC0{9ywYAoH-?v)3E
zmHF7V-`MEXi^BfNuv7NbaZti6@Bf8V*!$lIeDxnZ+3<PltXc-fr*e&rKXw%Pudtf1
zv#`=`*hz@7b}(k#8TrPH6A|~-q%eGP6F4QYW>W}14+N&NQw2UP44+OSY)1K((XK7f
z6|DPeKNFAFwp5lHL>P9)_k-OU@{4L=ss-g>?N$W7YQvM(-X03}XRXF-{~5x3re?0~
zKTC+__MeS>WB*+QzH1o1TN5}XvG%(oH1^*EabN8zh@ctoMWV+3+|sDGKkPPMt5ZeF
z-J79)Pa3NuG`8Lcxv=%V2z<34p0qVTJB=+13sdj$T6lk9IY+b97Cu0T<`#}3-&lCA
zzz+<=+nc~Ci8Vb4p|SA6i2LdgK?D{)lthh%*{13(9Nvu@uc@gk6^JqHlua;WzA!su
z^9~e)%@0H1tHbf6&AD^74G@gaDvj6pox;0I^VY`i7NWWFdysF8KTqJjVfg$ea7tp`
z7a%moUx>J`ju1p({3A)!7@r?K>Wn{Lds98iJc^-yL$1`Pz3`0(d+a4o9gQs5_!tDf
zIu=jbm?G;6!miYIdv>i(R;u&u(5kh?yj_nIdB<yc+U|>l7<+b4oq!DURy|R0Cxvl~
z8{&F%6v4`$%zWdpB_OadERewB%Y>+x+nb{(;!i<n9JU;BU%f>T0el6Cu*2}l-|Y3Y
z@C0ICA~=w^5*rdVn?6*A5>92<_}HoHLmvEd8UkOf#1sB;aMUzMRm2-O@@zJzRDUJ0
z!S2uLl4(4!3Y4$Tz!My`2UZKw+!AY;Z#=P9@KzYVt_hx^SkE&N8b`zt_tjek5r}`A
z5M#wt65(edG>$kMabG0_5y0P0qQ()e?Vg-}?@Hsa+<2Wr#V9Swuv0#CuMsZMCE%jY
zK{EW2LV(R*JlS7(zA#)UO>A$DO6m?%@k>rS0bL@zyOWWE#<DgjUk&0}@yw7AV@+c$
z>mc7)HY@O47{0y<oRV1AJVImHVZ?n^5JX_vB8eKy&S)=|OC#lyUN?E;wJlYnyb*?a
z;dHw2iLQ|IA<9Jttg8_C%EOb^<-)19Sc&-F993;<-<&oohN0T+wX%RXI_Ux&ophSh
zX8Ohkl)=6<o)r&l5~BXCfVyl(hVk4x1ozG`?%amB-W)~H6h8Bf>)r*zSLX>Nu>JW$
z)XVM7Q55kPAT+LfH{!m!P!Iw9A`&&OYp}d(Yq-3kGL*1|VeQ#;HHtL&>0$)Fx&%+y
z$-%kw993xijxe^}Dwy|Zj2?F`6{2|^-^+Ys<M#>vvM~PrP4E=O8hikuG4Tfx$G)*3
z0vlZ}#8~l^MEHjh8WUfExUa4hL;$~vM2(3%+wnb*r-tpWR2L>TUEDYB8dSyME*x_z
zW$}|7E)*oW!FEn#cTjO^b2Y=xIFB1I52Qp>(RFM4qLdP)l&FysU32CVN%qt=fWc$e
zBJkC9c(P~hAQSkP^>6Iou}in>Mb-^kmiF|GLX0)F@zhPoH=ep#;J1X~w>E)O5^ZxE
zLgT615%<+c1QB@Z4iYt<I;y#+jDxy1W=l?2^?+IzKhBSxfHig+>p;csWY`%$a$8O_
zzKT*{v??$vrvdH)2l(%91irclPx|l8^MfmCpz*r$qayZREmphoJ|UXB@_ytSS3V%{
zkA>kMZvv+zTI>@DjVnKixUW7Xh`^PfCQ;+c#Z_0DF6Ze!SLaFFEo0`JP37OLQ&}6T
z_!)+s@sq+%HT}@j9kI@*713kd`&saUdq0Q3SD(j|?)_hIhNEe|@jChoqQDom0@~4E
z5~8`Izl?n2=&uO;t6}(qP2iM7D}D{3arD;__tis!2ps(l5;czAyImi4sSKfABSlXR
z%Z;~JQcH?{m|>@!`&%OCXDZ`m)UZ_FL>V~dTL^sh2%dBdf6LGe0fVy|+cWrf7D^HG
zy8N~XepCzA4*8A{^$tOOzKaa=ntV)f-wWd&Z;0#7Q3TELedZfa{s4rpo)AdjiXRG5
zFSj>GQN%xq(0KAki2Ld(K?LxpNz{0<!BiyDa4JG&DB;Hp!#`qEKS2uI^HT)A`Wc>Z
zkAt7E<)}bo9~jF%Bbc9SjJE8vLNu@8FPLvE{G8yQ595E?1W!@a{{@7`z%L^1t6vEs
zu+U3Fj1^Bwg#Q|$G4RWX`|3A>2;jdZQDfjXd_F2EtoYMBOFFiDG`2Q1qqtWXcFOUR
z6(Kh2cSwiLUq#@n-{Z+H!9ytFQg8uPZ0v%ubA>+$v)42;?Tpuj7;6n<%s(RE81qj8
z|8p4rmnLvZV(tEl&=~V?i2LgAf(VTH4-#XHiQiM;^yrQllbTW78w`yxt8COikq%@2
z3xTixjc3)E)lx7fRUEG||0B%)tC?wIPMAo}&5gMe@{KWfM%-5u1rb<dQWH2Ov38RQ
z5BAKb2z+W7K8-|;F=w>9<!pL=SMdF9yiJp;QQmZhdI5O``9uRgDuN7{vju^#TJfYg
zxqz%G276M=@!GRZxXsYqv^{4E(cGT1kZ<fcTj0Bd;k!10Qxfa98$x5x-4XZI9)bwm
zu_uWddrogRzZM;@DXA4j?Zr?p@0J8VI8}Qi4OZL-fv@((lUC$eHB$lxq*~iE;C5be
zt!60RPXz6+1!)7%5n?FeI0+}4aB>Mp|9n^-fDAJPM+G-Gj61L)t~W;!tZqB=jb{!5
z;j4oM5}5W7A?oG!<|vBzLlGL!#1QvYhadv@VI*oiGr<8fQNOZF(yA*}w;M=hDB*C1
zbw80-ok)a7x)AuP8&7z|!LOrp)Ir=3-UjTcBsSOvoF|#a^u3^bH6KrK)TUn`L~|1?
zWWI615rRK5j6bRgo}yU6qY)Yp9D_LaodpqyKTe3T;wg#n;}IGUEJEB@CkP^dpGcy{
z12fGwAb)m@-#(4kA=HfmPh!{^pMmxtZ1SzrjMQS}z$+&s@YNDL*-yrngPW+R?kyGH
z<g_E|wgQ(*L1W!z!ub@<S$k)>5M#|_tos(^8|$tR_^DxdUlTYbv9hNjG}c{-xUc#J
z5m@(h5;fLsZRc@S{@UH{nm1n4QZY(fg|PmpWgbUFRVp7*XCM>bU{@pX)fzl$UH;_f
zoO3EafsQVU&O7HE7?`@s>8XBf_)QIXsI^GtIYCR%bw-nOLi`z<TE}AgbyCAworw%M
zIF10D)xv~^=*>|n__L`?bG3ean=m-5!T>6rEkvD4;B5SuK)&(g+XbEs!_R2~rzBP>
zh0yqM0C8WX1rhi$L!zl4d&lcXDn@BG!d&35LBxGEL;(%`)hqs@PR3t3<0eNybvCKG
zDU0j|Zt7JzWWY`95%?-EOthP*%MQ3{SQr#44B)1s5Oper+%$rG<0e<&Dh&6Uz$uA_
zD<L#)DkJWz4T1>Vw2?$pH_acfo2VG2Z9-_=v>9<<y@LW8x@o?+i8_sO(>n!JXOpU%
z&P8?uH_cZ*GT^3nA;2!TFwt(JE<50+^M%0$6$WtAyM?GzDdeULk#F2|k-)cv;iFC9
zltjZ_jL^9062yJARS<!j-b13Pn-+}MO;n81E=6eE^j^e$^*#z{=%xkYCh9cCO_vF%
z&L&kiy&u^P+_XS_02y%82N7VWT$pG#QI{QX)8)e8!xaW_(-lJ0sT6Y4mB=@4x=P?z
zhvC;Wfm0F<cP&EWrt1**)%Ai1+;jtp8aK@iy}TCao!%jwQs-ey&q?7rm!a|cj@nX%
z8!5v$?<Nqwx|vDaa2_=s<Gfo0RA;HG^KM0UL+9Ow3^?z01lau+Cfa$_MVtp1e@(5o
znV0L@M%U=tsyj6NPJ!R0;mwP~b5veVtLGX_Y=XDom~U`*S3pZ8#{B@D=D22JdJl4N
zCL2%KPEURA6{7wtD2#p|GR&0ee!)Eu#(k_It~W;!^x4OmZ<^gFK=|sD0tw`PN{D*7
zy*Y{^{?iCev-=F<zWS^n0{G`h)HJ*52?2N8Cj_VrC48P?%?(EC3rK>azlZ>bnDK;}
z99&<NqXuv^Oxj=BGdNvh#<X7+%vUr<oA#?hG_T@=%r_?fn&7`4#y`{qPf@JEHxL>N
zKa9AqzA1>nMBfr(tawTy{1Jr4!rw;RSC0xJfPaTXjfGEY*S{|B(!W5*^i+*F#e8vS
zGfq<D<O_ax(}mxI*e1U?h_3<p^<5i_3Loi;C8x4j+m44=8EW`lhMn=nTqMZv+M`-B
z&N3Ov(U=h(rD#(CKTxLVC`F@m$>~s!ff;=JJp{gb98V4({~Oldr=HmJMbNmBu;FBM
za|wPZ@&i%h39W{1E<Y4vtiO!ApG3ZK_m2erR2cqr6F4Q&m_J5n-2D^8ef3j81n&MB
zi5hpWXvbz5Zs}5)t^tMny1IsO&!C+#-mQL2>&nCN8%EMy${xa&XxE$eJ8MN%pJCV;
zKb3wDREUZSQLTdUa#e+B?6k$Fb*)>qB&v1bFVyQBz|X-I4d7V>zWN28Yykgb8P8F3
zobyI7-j?vZ=<`dhk8TMs2+_PHyoh|$5`HD{m%{L0H-S?U&HFM!(-MAzxUYUIh@d6B
zLZYT6tZCQ3m4t(XoBPDa+h`r$|Ex{0epLE*3_Ig%(I(dEYXmFGh_koRPQ3B7j#t4S
zt>gCyeDw!B**gB;q`k)4^yX;&?X?r`_mySrU`&r998Yu_erYW~TQWaNe_izdqv$^;
zfgi~_i*N>>WDGwRltEPe8KhiefseRj@862X^hxLrIrXgLjgMek6Z%W)FXWvQmb``u
z$0w>6$VFpvYgaT|h&B|};oK-Z{#xa6Jb37vqGBD<SVL6pB}h>WQn-~as;`XeaPAO}
zf2(plfgFPy$=)Q-dxhuUt2~#6c<Niu-X!N6g!4bDoKFJh>WyG;lIv~4^^Gdm6*XKd
z_l&(s_O}ZAe^%MkY5EGYH_7os!tq~Kj^WGI&<Lt+lBdJ#+9dJ?{_iTBKk{Eg*qHW*
z!X3`-QvN^H@^evMU)B|_0Lt=ev`W*uM_~W0!rB2d*X?Z!c%1+zOse#hD1dUC+O|+1
z5!6mq6z_L}PSRy-j&@giEYES*Stndj817tU$a}`tg|1_4V6QN|!?{m5OssM^1{`=}
zV51HehSuErSTX3$!fsNP-J&{n$&vXZVH0hi<xRqJa+RggkOzKvm}|$_-6ia%RN3)X
zzv>l<JI3sKVK%kOjMt<IvyJH;<8-HRnpWj>95~h9rMY7auMmdQs|=4O!|G*}JI3uA
z;TEZKqZ2~cyj2JG<_@jgCfDKIFYH>X?2ZMynoB!(OuegwUu%`0T-8{)+Hc30-7U=8
zs?1J;a(cQHzS(XEtNeg)ol)h=o>70t=#D9RwXmF7WyynXm8(;CjMtUIYgUyPFK-Tp
zrs`PDk2bZVk-%mHW;-njr!C<`5>9KvaTB;$1BU?g<u|(^-&ebmxie?^;-}{BIVW?(
ziOxbDb$7qeS)`-Io&l#tqQ|`a;;7T6Q%8pObRt1n=XIx5q8(SoA9mcJtn(biq5a?<
z_#sd2CgOIdIBWMbhV%7F8`l%(ljxbs<^|@LSgj+rzGx{~R(UJxlu9Gsu{}K-H*Un`
zGq?`7&|OqRJsEpL4+?rcY7cP3B}l0}Zu_t|*!jN6xM+zt^_B<ZGM(h6K`czS;u0y`
zK8E{NdB>FJ*mh~FwLdNw8cq)4Cc;7yx7t>IhJZ_1Q)wF)m*J+P8Xhw?rWEc$9s(EK
z{yuDOlHi5z!F}#$>H=#dKce=8a`*(am(+W2srN+4QTrg8R=Dh#cU)kkjHrE)VjX^V
zEVgvn$=337SM;B9`nhK=UfsW<fBCt~R<AyN^|@=7ty{KwSx3)V^STx$&hAkA0ns;M
zbhX-_&}md{uv|#1IUsox(?t9w0B2{bRSl-);wrJ{e#V}qViA|nXYJCU*prt?^{4~L
zX%7zFxF!adXvu|!_;UdG*>>g<Yi4lkvM7z)N-nWxWD7V%k6W7X0|l7HnqDpqb{&nK
zh#?gPt1_;6v<G<^9Igc`skun<tyyI6;c6z>fqx+&qYh-cYR5AsznJG8HV1){yA##H
zh{<IYOg@Ckb9k50p-kp4?U@{_l<r_Mf8fvL!z#&#Gnsb)FuAjm+{I-6W}nI3mE;~K
z^9TG)o>xikMGQAq;SP@^8dz|fotlqSUoF7X+NI_OJlyC4PcKBqR%>Pw*C&nOphptd
a;1!X41d_oW6*-c~>B)-wjsgw$b^jla7NZRS

diff --git a/docs/.doctrees/gallery.doctree b/docs/.doctrees/gallery.doctree
index 848de5f7be4406970af33ba8b45e13fe987090f5..9d911d9e09833f6e5213bf693437e53d86277e08 100644
GIT binary patch
delta 132
zcmdm?xJz-v6Mp-`OQB+EnK`NPnR&&jMJ1W}dGV=viAg!BDTS9iLb;0)%i;Vh-i)EV
zDW$mu@x`enC7F5Y#f4WVD+);SUh`%MWzI|~F1%h_cw@4sfI9EZ+QM5I3K=>XO0|Wz
cC)Wz7i`<DVyc^0^l$r)ocdxeaerb{(01pB-W&i*H

delta 152
zcmdm`xI=Nn6aLgtv9!#b)cDN2;?$y&%>2Cg)V#!`oYa)UOC6!yMTzBb{$+2*P~Mc%
z+=BSx)RL0Sy!7J2D}JR(p`yi=xk>ps@oD+_C3*QJsqw`niA5!aSG^fRnKM(03$N7{
wUZ3nOpw4@vw(w?#LWWL;Qf=X_$@K#2BDZ4;?}V}yrKW+@-K{OWSDK^;0I?N6L;wH)

diff --git a/docs/.doctrees/index.doctree b/docs/.doctrees/index.doctree
index 0c90d540239cba4026aa5c3f75ab991b646fcd7d..0f04de4e0053da9a937f394fcdaaa996cd518c68 100644
GIT binary patch
literal 5959
zcmds5d6*nU6;C$VYxYVu2O$SEN5~{(cam^~EFkx}Fo>pLK!!=rbnR5LJ>B!Fy7y39
zK_z5WR76F^6Ax4r@fH;i6!AdC3-256`@WA~Rd;W8b{9VW_WO3{>#lzF>b>`SN4<A#
zTg?e-QRsSV*bf}8a{9Hw{V+#Mw_ZnWF)hopZr^V3aJtDAEsv=^U+P=3WC@?L8%>W}
zZo{r~>L`|u!r~<NYC(frVPL7r+OCOke2cO&mUid{{t?t!EDeIx^&Pjym1X;m71~t~
z%)5#aTdAU|3f&Mg1%AchV~V<C%CY{YEfudcxKcPzQBRqAS${2(62ewg5Xl;+z9P#x
zycS4v6!jO`pdE$5SP+DM5b}x&Z5h(Q=u+0HRdO9gD`Hxi7agoG)n_QtXHayqBU5dL
z!eA)XW=IXSXhW++7aL4f8G<T9sVb`@)>RX(=RiDKQ>L}~`G$s_5<4FPJFkoBP}o`8
zlc^@_OAo+C>8Y(2v>LVwxwOVyk8ihXlG`D7tm<@5HHGU>4N>IQ#*L;{;9Gk|WL;?c
z*3LcFt{o#MoH(*;Hy(EG9?o46L{<%7Y{zbfRw!I$SXvMaxQ5)D)-X=PvX<wLyMBGU
zRgFT+4J{>t$a5?^v^)-3a<#w@ZPy16Zb{hM+7|}3P;$P{a$L!4p*z8cSqBgVR<uF1
zv5r*Djio%)EC~2a!ROV;vkP@METnoDDloPxz`T5FSgMdVvCh!0Yv|}O)|pz64re(#
z45bU{;22g+N5GU*4R1s>Z8*h|tg9)x;&Ou1QEZt8{pd35s@k=2soiTcUYw|@xhguQ
z48ESN6rQ(~S$ndYFGp;-=lYzsj<$n3jS<==+62Hoc0RUy`4j?Z`~Mw=G<5xSG#pbQ
zFV?dqVuM&0Rqd!cUwx$^5BwbMfNSrJX;((xCN_#q0??%tbesTO$LGZ{WwE6!HkZZG
zWjaBuvPHg3CyGux5?e<*MQY~V3t|X)!s9tQ3CHY-X#~fZEOhx}$U-MW`kkpb?S>DX
zqJ=rNMHtA@BEsXu_Q!m}X|UDlF`WUagg$N0qPEh}7DT?2qcfq!SuvfR87q^nD<h$E
zw1DTP0@8VGAPuvjNohBmT+;b=V#7r2VrIAtYDsDswjC$Q^6ADLU5G<RW4b6i^sEe_
zl!7kSXBP9U%a0mWF1bUOj4ok)u3z&ahYQznkl-FaBQ})Ulcdh4=u*TGatd64o={}V
z>t0Z$C(Zy{NXK%<*edY7Y1%uJBA>@Pl3%uq6<H@zg>(^xmzC-Ae6iF4?nreGLcg@1
zt|*qeu#o0#MOW^pCnZY`*fdbd=&JoxPPR=19!eTry`L(@QV+J-KB|E!5sLQhC%ahc
z#A@C4JT9lHx}R#rQm>|Kx~c$XkuFZoe&U>Uq#BRSu-?=LIu9$Vmr3MBNn9ze5?70T
zqADEDx*GPB!<(TXceG7AQa93taRVMzg^rGEVj9nEpGJo;LE*LdAvMHm6BNGaGC{F6
z!#2nZ?f%V}2z*Rsy<lNwmGHl75@>~SbJfB=b@N%KA>3To=tVe1@al<}CUKb1T$_t}
zH8MF$NX2te9cT*jO~>@)OwUvh)-#8So}&Hisd?6sEK*!r3IVnyPBZHz+J@^g)t|N?
zAL#QcZpa%sdO8lhHm2*eQ3k+i1i5}>U!D7=n(U)zK=$d>*}G@=(KEFe&sxMdv%z%z
z{A`D^X4esbB1iji=nXL)(8kdRT$>#*OG7jIfM+jq0Q5pBdCr1RZF0cr*DF&{AV<%|
z2{*>{yzGP<(i3{;lF{?^Auq_YPVCY5w$d_K0MBM&(w08mbO5&ve6(eqhx9@dO__1b
z7bj?-q??T@bm-<ZdV8>mPc=Qa=7w{Ew*$+liu59JX#x>cdGUNhxxOx;IeH0nxFx2S
zCOSaUm!;;Qm*?4XttZ_oZZ<KAqlfhSEBKtmwn5yeP4!ARsZIi!*z_v6=Bs0R4fvYk
zbPHS)#ik=UmtJc;73B(lLc7OpF})77bKC>5p1Q~D54wjiKJkV{Ae;4xHwumX?J>Pc
z>!kPImIj-F`^}5&9X(X*@D`x~y(6Z#W*cu$HyQ}vwh%&b(*cpdl?l5TTz5VyTq1?Z
zi12oy@wh9dcO)VJk9THxyeltm6?e8E@$Ob6?$BDiCq*KYh~5h%-WSvR!O<Xbmq9`-
zK;Z6}J^-3I2q<pLn%I}i&A0yt7qQ{2{Xb;ve@{#w*4%V=l7xH8jXnZych5!Sql<7G
zU9WZdm_g*;m_Dw}p*P+$7m-gq5+b@jCC4p>$9<0p4<o=Q4IcN$^r=Ju;PL4UkI!g4
z?rXv0v#ogCt95t)cpQ|6J_j^DAJZ4W&!BPtLNrj0vWoOzOkd0>TPo6*T5LvN7K5fD
zeMNMbigZ|(mcN=*q=#bq8u%DA&S~itzYe25m>Sg-qi?iuPK(hjzi&bt4QVTrZ$YVV
z$MhX-B+c+46W0q;j&4qK^j&!P_hS0KmPa=n!^272Ix=GEo-lN41y!vmw}A%4^qpbQ
z9B%q``oTd_S$onM{!r)EALZGyNV=s>VD{)79-dplSPl)B<2vZr6#Y1+pRlFd#KS7p
z*h(#Eu;3aj))PwGS7U)};CA=ZBI}!NWswyX{Vb-Rvo1U)ZOSiV`XyVTrW@73t7Mdl
zepRMlvz0B4u-W~aGX0jVo=09WpMF=S-?MJy`1F?ahcf+9OUHV%j@xuYe?o&jE8)T3
z{Lf|jix#UHNHnVS*COk3owWJ>8=CLFxw0twdzt>h`m)0k0sa}&zt{>SW79uYk~*d6
z-(~s_>ry-nQ4$sXcg_u9Ori@#t;}6!dl3d1atSUFfn18;ShnFe&jvG_RCMzP4aSvR
zhA$9l724E5Iv6<ULdyLbuAXu^z7<)o9IIgih7XbSWINW_MiGWhHBu;qL4e7L%fqqZ
zK-LQ)Y<LCPp-H-7ml`)sW+&bcV1U7!S~uLGeat;%mto$oaLa90(pFZ<ZnN5l+xHw9
zbDCkhz7S8#9{t?s*?v8OYh$CsWv^aq<G$?E58cMSLQH35Ki;(h28oKtC%7jEur>-H
zp(^Gqz5!USFoZc_d$_b2vXz>wo%N;iB`vWW)O6yMBHPHN3}gkW=#p8lB(DPAjXShl
z1v0imE3dFo;Cv6pkgN4_yMsQzF4t&IYz0SCp<QDdcWA+RDA!_rhHVO>uo;Dq#QzY@
zs6&f}F~d6j(x*F0v?!G+9W3%ttO3;lCu%e+vmUDCdaNUga8+^ru^=VhkP!Fli;>m^
ze7W6_8x8Fm4V%8=YxFC)T0#{#^(K78T!A--Ht#szk%#Hmm3+#@C<-wXsnm*xYu4?o
z0~3-lw=ONi(qLW-D-*7A!$8U-%<7t&7ue$!j%$}!L8FF|1%?pvNPIlNHbK?KY)Bt;
zqly`E$fH0s!<KP>LLP0HC5kr{j~r;(@Z@H*yaHFZ0FLY;QlxKtN*-g@2etJucr&e8
zYLzX9XHPPy!A;&Dmw7|nuj65kBX2dU1M?7*+px^qqi}5KBzdfU&ZVq$6m3s9x&B;`
z<&Y-pHd}@i%r&gv2P%%M^n4J$Zj4wkd%KZQFxDA!r{oSzrX$X-Rwi916mln4M!Q&l
ztCPxIny{ViJr^P!r=L61!J#}JZ(<W0z-2hZ>_*2UW=Eks0qeLa<BG{KQv_BgVxh?T
zjb9zK;%>9rs~Q+DRw%-#QOT3Ah9*(F&usG8gEeMl$zyVIa=1AiioiF?!{HMJP^*F*
z(PYTun5s=xgj*LL{zG}PUS946eqElTA2+s|Z(a<Z3X*F~Z1n4NTRCX2$LY;&t|L#=
z5B&&+xwxN>#Tm9CiF@vGJ)~5yYbYw|U`(C?5=2o7h=~p*&%|Pxtu>+I`WUyFLdty&
zog>e}*8{8v%{gK^Svng_x)>N+W+`2sqj^VFwq|}^G80XCuHLl7O!4G-c#h@y_|1z|
z80M@-i#sSDjM!ky4B6C1d4VCm5Whm-EUZ|LnvIw|C3A^%B#HSHCQ*9e*PT@hB`*SL
XSze4^raK*s5M>cBvAhJoQFZu#Uqbs?

literal 5929
zcmds5d6*nk5l=SRYqCeONg$9cG)KrJWOtHqge>=cER3RgupmRHXZr2DCOzF#?{)8?
zHiAmbii)VHc;bPIBHp6nfg+xW7v4AC_kEwg_quztv%B!|x8JurUw3uAdR6tSdiAQV
zYpc0oEsi{24F{piRYAWtcn}q6>E`RHEum#a)*Uzv9!)p7qU8y-7sq;+ELp;*oJP~<
zme+9VoI1*5M}auW{aV=IRuo!lvbJL)+Pg_vxkxAS!r%z%ERPL<)eBs&#+Bs+t`#{|
zAHuuJF<YhLs*1b_I)#Dl@^MAo2^Cmh(~*kX4XzaSQ?#N&J*=-5O9^Fd6~?m0skh7u
zF0X~sY(;%#HsHijI39*k5Jucqks~AOA6?2iwMm|<Xk|jHilT${X7&uF_6&$lc4TJF
zP!tYj)(okk7Hep==wbtzDMK)2C^KbE%(`mA^IfP%Yb$h6alWJBr_|2}!_VsyIs|@}
z&SYlEp<@rgN7=5e9<&;cinz4KJ)dv2YLYt<cdhDlK{bUJObt=&)%F@otuU~5i`crz
z39RkAtR34%PB?L7$4)$K-#J{kB8;sXzBsPajI2m_%80a}7;ufaKdoV$hG#9`+v^4O
ztyVRTEHAQ@2xH&1oXGMybSc!rAac9_GPot-Yimyw)*{LI9?SJ4uSMPjA7&ju5LnTA
z(Z)J5GdGMCVP;7nW=a9C#=cXkdr>K~yJW-Jss#7)sbQ%i8f2Z3Q`gYZVXQOrARW#M
zP83NG+95EkgpPnKryBl<YB~stBUx8da>eBYr=!?14f@d))>U<Cd!-Jqjd*e6rk1Mc
zm<r_jj#7BuRAKEYwOEPSa^DL$Z60k0ca|fxMYIWkd+dB{ck?ME(ANJu3~A_w>uETl
zQc)brmWcIYU0ikI>U{H+hCB=kv<;!XJ)s>rdz;uG1_hwYIOsS5xQ;K1V=7`(MQp5y
zqbqcRSnY^ng-#TmPAoQ$c8bi+I~U{-&Iz9v=p<~jE1?l=V@{#VAHykhGPK{Gsnc%c
z&?#D(Q(KgQ9xW=ICbmB29ZrX@&PeD?XeIP+yB778&bBZP+yb2iE6z^noZMNtc3n9O
zovRf*FH?}tXZ=~44NXd?+2oQga8e(pYL|1zU06$xhGEBb(^EcMSfGor>1aY1=bN6L
zBb0H_C3??tk#z-eqsk?B>2ae=Sg#k<{MhBfb6p&8kDn3i$J*0FolnuF$RV652myLR
znJusTVU?aZ18kukD;Q_1Fz}~o_e_R-5p*1W`6^asoj59_hb+9TLYEiIV;zu=qs~R@
zkL{x?%41z1WM{UbEBDcpQj!ZX4OB9^Y9Ce7WfP%~l15kWBfC7-iDh-i_qm*=J^RQh
zkM)4!G(A<qvRId)>OQJ*){)uf&aj@$T7BXw;uRV%iZOAexJq0t_J}HHT@7c-<;_S?
zeY8ynOgD}N12>PWLT7<U$jg14Wq~lke@#og(O$8}1ivr3Oz^MGF>Dlt4)Y+P5OPcf
zy>MX#Z6eM@3ZXFJOfBNGaGn(^5ze|6FCs}HdZUD5Y$mkSVA1HsiH%ZW`yQ$QO+dfN
zgr;&kGey{nIb1ZY<LSvo){zqFDPv2az?L*PW}`v-@Zj9^r!L5Qy`SwxyiuS8n_ipH
z)3j6iA!!6>`pBL-4@}kAL)Ss~$t<Y5XV=m7T8*bK;+)x}dB*%x4du(JBhf^Go{3Fw
zNNAsSj^5zfe1lmYdY0Z`{~{Z}E|iR!1u5C&fHSDuQ!t=F&&CcnCiI+qha0jTdgijx
zbM+?AE3!_k(f6~lW$*x=4Pnxe0o}A8w+ei8WSvL!e3Lb~bIcbvY@l?Tg(`CC<}6EB
zU=g2c`d-b8<|Jtc$f$nw0&!^y5lngEd`EeKE|mp(5p1|6p%<q%K+~6G?x2?z*>Y_s
z-70Q28Hufj^!v;BoC9pVxKX?6<p@%p?77<X3WVk>6M7Zonj&-yLK8)$Bi)x?Z6XzA
z34cO|$88C{2E22^1DT$M$7>IShcGemx<w$HjfvL_jr{Eiy+PZg*WQ*Tn}Pd{i>w`8
zr)_wX(16~N(3|sxw`U6tgl}00p}1+kNa4zrT@0=}9~CZ<!DLi;tI&AdmC)N#6@bUv
zb3EQr6t{{yTab8XD-w5TE8dkMk!wWn1`_W{=)I6=khserAr>HTcS7$2&m064cVtcM
zDHP`W|NV>jaMu4HF#f+Mp$}?lx(i9uJ(ETsg0#EmBJ$xyq>Ub;ZTW~n<lclns@<U%
z-ZK}Gk3AA1x(=n=Er!Q^j|mT>z{d?9_b2p;Q~}`e$sCVQX*}+0!Q<1dc-*UP_zdtk
zpbvc(XgrY6=OE9ZasNUzP>%A7^k71t&pBHv(id8MMqd;IrXqbwbeM`Xm><huPAk$w
z34H}}3>xRQ^n_o9Qy<KnYKqa<S|n%1Xjb0WVU32gRmeAB)Hf6QmUfaB_>jr#1xJo<
zLJRb5MEG|S`mWYTHx|RgX?r>{V(H#5@@gejwUyUEqhb2XC~OWlgF1chfU2xL?Et^8
z&(<Fl*|J!AV}lU(=n@{DTftZXjg{-U=*$%TFrgo@rCY?qDzo_T%!39CuEAm}BIyKb
zJd_RG;(lCay|XPVPDMpON$97n3y*0#^0S0~&Q_}FMm6;9oKw*+D)dXXs-@vItAACY
zU$Zsy*lqLaHx>FV>&6*x+@a`q75cr_j`if7wds2PfJS;&!vj6|A1m}HtyVLXXh`YL
zW!B}nS(E)2G}*m#by4)!3jK}s=9{Go{5_$6u$4HBO`m9|bxP4cEA%hcrFayfBr5v%
zoEyNnM7N1rS-8ycV+<_lKOy}$kxOumD6)av8@6ump!;4Wm*NYQS&c?ClrBaJx`gte
zhRdaF!?!Z)k>fQiz<42+zFY<x+aRK-sYXhrC=4+h@pv>o9Ljo0L=C?rmur@8c%;Tn
z8`+Nc{TNa3rnU;V<N%Wm*<pnDDcob5cGj#a*=eY~xL?oFu}ceV*H_+Y*{z>@eJ7~L
z2x=^Jxh!Z}8xQ0P{m^X!E5iIm_TXI`U@)+KKEZw23)(0kgsGUM1O{5!XBZ2@@o`-<
zZ2g+8o%Lq=rA@C~srkeyWwwD!8A=<b=wey7(^rAG#@$)20vlVYjaOJGu)hyy$N^1m
zchSk$<!UX7t>kDMbWlv=?kqTu<QmXt*kBk(%{Y1_`D?YH4y_sn2?yzyUfnaI39+Yi
zn#hAe1FHRQ+-Tafv8m)b(2+m5q<F!2m@yxcGWY2#k+ubLxzmt`8s4=UHhs0%=-aqd
z!W4w_dVIv>fH#LWZadzU8}#ccKILK9glvgb=EXrRx}9}k1~Tr|<zYso!MqmP6Q1&-
zP|Cv%b#2WLoxL{4h0C|mieV^$F@v=5aX%Y`sg2oWJ`hH>8DhvIz%;{_@nAw8X@sSQ
zHx-XvSlRI9QHHz{m$ndr>>)>F;P^@&ZRi8qdl;>m<}35cMk8}YI*P#^KG-XdG0c5B
zALaz|CPVF?hnOsa%-Z8<eCQ;(Sw9ytQ96sZq>{W~F39p&&DL#}3@Ny4tA6jdT~Fx=
zAY$D(amcLg##w^F&A2xuhc%ndIHzh)dTu0S36#+;*4G-Oa+_vsXS>gXO562wXEqv?
zJMbn3SwF795vDUbA2A(@<Z+<mj*QDC$J7v59S=g8^_jRj;KdURwMR8DK(r~wFj2`9
zK|^z>!)NyJ*a;f5^21|ta&ovi9f>e7hlk52O5j!{d6H(s368nhlr6lv@bMqXU7Eby
z4}-cK(T^Ki-8U}>PX^01CO7)@L2DoI*C~2&o9D_?^+O+$VJ_~cfjGm~r+LqPuE&rH
zevO2kjlSgRU_lmTfSBx1@(d6w>>!gWUVwp`DWN>j(7EzVeBIAhp#4Tpr=+t$(q+K-
zGC$1a*;;m7WozeGBr~&==jcUC%$!c1i|0h1hu@-Djd9HyG`9od!I%xSOo>fZl;<1f
z3-BurLk+VMd7)W|*-|=r$cB!XKw;LTM|$0PwNUaRuvX+KewprZFeH>0<0X-o;5V)g
F{|_t5@|^$x

diff --git a/docs/.doctrees/readme.doctree b/docs/.doctrees/readme.doctree
index 150b767b0fc6e6627026d68df8b66a530ac05476..aacbd8f64325cb1166bc3cc3ce617a96a50bd599 100644
GIT binary patch
literal 5543
zcmcgwcX%8}6}M$ex;quic3fjS=N6ys=+22#l{gTbLU3}VcpO1EHhZ@t%|?5>_hxn_
z8CXal0gDzObO;?n?*u{%J+#n!@4fd9znR@V-O0)y`~lx5-M9O8=DqiOZQh$3dKym9
zh(gy>Wj}DZD(KfH_rn4$-F+kV#I&r$^1j{V;n5aXv^=KX()i$#B}-gig|_F}p&R(r
zR~;V$jUu-(RphgFv*mH>ua4(Ilzf6q?l(B)s_D*922Rv4JM-1?92Pa)FyU0Fj`x{O
zw$tP^P>tA171dSfhR`zbEr(Ai8jNX(4YzEmxYguJ*^^LhxJE13a3his7FsHZBt(u>
zS;66rKqlN*R@o{$3WJFt2>l@B7BI+=RvlW(`ZY+`QM5Xy6H20w4R#@1Bl_8p!8e-W
zTPt!bKaXym$m=~F*w%{z%e9eh5Cg1Fa)WDQgb%{?9Oz0X)@aj0Hz;n*Q=rZ8!j_m$
zf)}JclcFlJC9Dtd0hG3i9@dxAw~g<H?J6Q@@`}&vk!M#X-LRr&8mCQ%Qxyx&Rh2}A
zvQ!~$XZ@i)se#iD)}P9xovdJop>*p}2(z9X)2<TBIZ;cmQ&g(4{)T5Oh3DNhmaE&1
zDHuV~o*G-G?YFl^r-+R<>rK{=)~GB7?1(M*T%S|rP!E`;K}P#Tj{y8rOAGPC-ySc}
zX+Xa}rqfHJXu{&Ei!QkE@{8yUu~lpl+r)OUgY}xFbf$o!XO%>$CU)1vo|@QO6Qi|A
zK%PjYoV`%UVLppEKc|!P*v&W6xiOswfkI2!AJy%sF0>a8#B@H$Y{|TEu~SREPnT4>
zuUKzGG+iL_wwB+U$-iGoXgmjFx=`cMNpxvvxLgFr2NG1mz`3}KaSEr+?h<j%@jUJi
z{V$E_0a|~}@1W6tA#j9_Jt^&$D9|BjbXiQ7YmLUC(bd-+EQUex$l*i9M&M6#8FE>i
z2xM{ERgvwv4|Dy=qR%54_^N38j(N7dV#Ae<$PJ6iZ6fS+s;Z*v7q5V%BQBpQQ*|C4
z%eNJv2Wksmu^7<4%x+f#=>Jr;t6;RNV>+yjrq#U67>%cXXE7bYm*f3@O_$a*F4h>o
zKS=Z$zZWw7ADsC8+L#`qt(^G1qj=UJl6Ct1p<Rqqzqi?0ZNGQ$xDF8PnCcpW=6CI)
ze)n8>)Ap>o7c`~{)PV1un7GzzHGJQ4Tkx6TT1;!kylQNyYd1}3$4#Ov%{IL;)v{4+
z1<SQ0S6ohWa&-bC4U>FKGI1!g$n}75F9K-_NW7SunaQ0lXZSG%*_X5eBuUunvKf(B
zYn&lPzj4M$CR!!V2xE#gY<+57*>!471G3-gjhQaasW;mEW&!1RCPx9{VKF@%B7|lb
zF6s^xXpe`M=PHz;N5C0zOpnaar8=;Ij#cz1ZS)&TtS=$bjpIuJU~~~%ugm~HdSUWw
zaTWrhS)j*2=1no(tSxa07>zl>jPC`uGj<*F7-x7HVQ^l#T){yQs>(d={Obxp6{jUQ
z-)2dV)e1gt5sOtbeU1rTa^_-syq3E6zmrN&fY_T-@0il@#6@HsTB#3}CpA<{xc+R}
zcATuYNzhsCL%TpvhBCLr^c3wW&3rD!v??>j{9<~l2KTfQ>&JfG4w=p+TSvDV`iw1o
zditDc4A5Il@{pckVto-S(lgC6CurKPkNRRVh7D-#W?P<%&f!=)e{}0Gfpe3d)!83C
zo8=~4kDC+xIpYNwbKXbvTz&c&Q#|kZ7%+vPK+gyK+hTe_0w3^RnA($GRAS3#A(LJ#
zZsi>Z>Q-@!w(d(1_Y35`6hZ&8m|hNErdZyFpvM8-pVkd}g-HS&r^%nt<>&U8Ua8~Y
zdZ><w3nWgEq+2PVW0~ZB@jyl>9|@-};XVpj7|7D@^t<-1g)OCB^T>C#Kh8)5x&=<{
z&v@Ro8-C7G+?26b!Kb=A@dHJ#o?|)B_9r7WmGl~8?AFmx1ilbrzNoQb;Z6z<|Dgph
zD|&6L`;Mf}t<GZobuiNZ7a6@CPIyC1Z_J!<`=XV{Z310^-UJW4Ii|O05A1*k%H^W@
zGB#G!opI<kvYg+yZ{PlM%bzUhyw6HguUSlQ)oJmz5?dBYcYGb#+{<3Nqq9!2LIdrC
z>)5)<e0xmqU`zLiJ5*}I&8Z2adUg!o8Phv6P+gV(U0oG`-YwRd%KsjbGnN0O%o*=B
z-Pc_)y-&l{lgU->$>jY&b!TVM|3DYhRH-(r55lkA3_b+2e>kR(fVI%f?rKN5ZXNHA
z>7$G4{;@7G^l`Dl=>7>&FuHHcbpNE${hpXUrFGW>)4^<D`ZT27-KqL#x_G9lw>f<l
zs(0=G95nxYOkdENYhL$cn#1t6&SW+aO50cH0h?UX7prWjJw2g3DEd-NUuHQxCjI_b
zV)`l@QAeBgz_YTIioRB(ud|h1vzOWZjT(KEov>iJuDOc7RikgSd^SHR`c93$s|~^i
zvmwt+6yL*4*Vb@;9Q=NbexTLTH3fSAu*z~SDutQ%euQ~%s8bh3Kd#YF*ia@cQQ)UB
z{fv#ch*F7h%u33+qMz637c8fE7@`+e^vjOnWddz+$bF}9#P%Xg)AXx=ejU?qN^DhT
z3QG@6P<%?!Z=uF&unweyxweIU7?WM3!|$qWP);<k6a#J~J^DS{B*L(z#wwLC2r#U>
zJe(*8a<U@ArdOdquslrA;F>r6@fc=f-kLwS6#c2nh80G-memNFdc0TkXE-tpw2Vxh
zzp!3>kw@vT==IVHi1iMqzp)<7sefmAldU1fd-{h~(HPhA_%!$EpBU^00RyADpA6go
z!t5<<4-Jl4@b5#tY$#PCnIGj6bT3tLW|eK?QU=lj{J?=xt>jgpKzMjuie+p>E2^+j
zK&%I>vPYA99n86ta+&7DMtHN%wUdu}TnWxYxg7L4wmFExRutYF|6a|gPpj4lWuJZ-
z(zCE1HLY14_Oc%|_-cg{HCt9Y)|AYF4m09dcKwMUU7SxA59>}qV*y`oH)X-BU85bN
zk8JH$3r!fHAUp@~5zRAijqcocx+4em>q<WB;vNHKI8uoT<&b9G%la^xO}LYC*swH?
zMR;OBb8#}t6^6Q|fj(}^;%F^A3uh$ya!l-U1RsyF&4Ai$C+B>iSf-DcE3s&fE#v;Q
zTxFOgz*~w(4p25dx!RCN(53{4P+WR&>D!)?Cm8xFZ9UxDn8`e~${NFSAi1bO%j-|c
zwPx|K4s_&uaz~`(IzwHtz+-Yf$gDRCCq~bf8}xG_Wd%FRjR_~$?{u;}Q7_AzEu#wN
z+N9rCSdOdgIvkK1akJT*M{U6DGU3k3EqWO?hIZYWah*`elR!C?W5eA+DvNqyFFSlO
zRNAVa`_o$|xeae(J6nP7FT@>#PC5)oq1+DoF_uSLlXNk12M9<_6Ib(A+-azTs)@TP
ziz3`pDS0wzb8JwDPgWJ=F3?ypD-1I;Gv%aHF@?e5(-o}7eNRa*Lq+yOd)8{VEpoRe
zFZTj}Qtr`@o4U=nAP4ti$@L~ThIQez=IwQg-rVCla#TMIBN;mVUIuZFotWf3_qZuO
zuxlu+^cG20umo9@I>cm$lKVic$x}7UwI*LMnBp=*Ujd@sh5sCR8a^IFyKK+2N&7+4
zwcQvrtI+avP^(d$tyy@?nA1R>p*Jltmsj#kJje1Z{FcNTOy%p)7Ocmu%m$pXYti^@
z6k8&;s_RD59DDL?v+*4KiXAwlPLAc6VS@QLY3tKFI^0<$eIm<eCxVjaVrfmDhhNj?
R;}%UGz)LL8$8S_G{|BtGb>9F0

literal 5263
zcmcgwXLuY(8J1;Bx;sm<B-bQ%e0H4p6h|kgK!TD0A&o@jNbxudaBTK&M>iYo?cO)D
zE6E89Ng%`m0)!5sL+G7AXrcGsd+)sydU<Dd_jD&KKllO9Bi*w*JM*>ot8;yC-3jVZ
z=z6N`2M$*S{o3SySfDlIH&Aa(YfCKe+f5!GYH>yDV(Kf+^!N1iNNzh#PW_dcLA<$s
zC<7;|hi>50KxHO}wYnSH<~^6~QK9X5$y&ZLGlV@9x%IgsU$mPok5i!%u~8M(ROp5f
zD)23b&nj9U(;ype*-~+<$(6DjkYuPz!)&-7NeO8!6-2VmX+wn-99|D(!epev#_T8z
zW`iK~gOFPgK!!9ry@m~Fom@xJSWFvBqM!Ar3T+YtY_Ln6%_7HgZDqEIy#C&y%2rWe
zLq?H_Op$F7P6*d?ARHZ4rK4AxS#e{k0v!V@Z;xpQtSs$?RE=X<59^1%(2RD9Ue=$k
z7iY#{vq=#&`J~Tlk!Mdf+;CDY)K8fY=O!(HrzR6U%2I{2iw%T!Lu*RA*+9yZj$;Ko
z45eF(LfCOnOvjg4&WT!jpQ010Y@qJhO5u5LmE~%7eNJi=N>#R28*IEvCyGrr>r3|U
ztI|oL-;UTi&-FP?O!tCV>O@o)y#ne_mR9NyfIVKI{m}m8m`*8)V~tZ?e*QV<U2;C1
zDt3zPq9}HW-K@`SrPBliy;n(`P!)TtqEr>*Rk5!c3GfpsmwT^da)2+wk5BKUe8x>T
z(0yW>0z;v>oE+8cs3tTDXU23EmRZj-b8(#JdUh9Ay06%5gEiex4A`1~U&jCbC86~>
zC#DBzeRNn{)EO4%g7BG%R>G)rUKin1oi@4i#py@VxB&8B7}Eo_{F>f5M*fwG!*%S2
zv|FM;7eS(nW17|y%|N0nt~|FG2E~I1ri=B!pXV~<vN#*a;=HRO+jFmV{YKH}kqmrQ
zw0*}s+g`Em%6jC6Mddc(b~-jy(e;a$g402lFO=y)%i6JgTL8L5Td=a4qWziO9t=hQ
zr=nd7qg@u$<=SXk%!`fDc#8WKF&)5{BXMV4Qqw`P)!=@m$Q#@Xnfx;e?pMY15N+iI
z_m2GVP_VqB6ZeO85l(S$ldHCI@1XH;s9?o(wN^pXyJ}V3Jr`)&o>lXL`doo*U|)-=
zuBF-t>|1UNm>H_YG-oV}#)i61lcRy-NK1=NZ%VanWY<}iYe}xSoafZg0f;b6;xUQD
zq0AxzD%=A@a-qpJG0kNruXTap#njBcq!}OyLchyq6o_pG47j)fV<clu2^caarPbCo
z=CZCD6GCOL6OE{ga*9Tq-aJ$}lE?y-Sd8fqSO`r}t_lYdw8ulsa~0CiwE*L~m>!X7
zm&(A_ckH5A8~u?b)}JiWqh{7Xfr(XYJ(?+e{mS6i>?}A!vp_e1=Z!HvT3g~I5Sns=
z1>Xy7XX<LiF)D5uZg5t)Jc&XOs>$WG`(9muR@bE|INv5okI@3&w2H+lnLLjbI_2CP
z(_zhZ-+#xImcaJL6djW~9=8gw=}}!&9$!~2;rfeZ+i|kqCDG18z2YdIbyS!qK$u%%
zdZI>36TdmtX)H6v@@9IHR_@6qHh}ZG-7#HEwvTQ#>kGE@=_yO7*4Sgq1`p|}#@AP|
zB0bG)bAqPr`p7RPV%T~u-D1mg(NY|4$B*tmW>Gik>7CuxGgxlc^|-0v&zvd1n9CT^
zvvl<_rg-*|K420-ft~~PZ;R=<iTY6Qd8s|=`6ae)5j^Py;#S^KP<M)3v~^zyzhA-c
zMR58T$Mh1=GRg8bI6VsVK$<t`r6veaPLn^O)6eZOy-fSTH4q&h7f4i)q+2PVV`*@|
zcy_i>J{Znj$bBTRFp#D3^t(pa!jaP6WzF}tKQ2f(x&=z@&v@QD4xF<PH)-tUz*Ki9
zexT?TODyNvej`E`Nv|}<ZXF6m;EP$YoYdH`a2vwIe`o<^MX!o=-;w0GjhU~%8b<p6
zYDTXC2(OLlbr}e^ubO$>CbTQi>w&-<VtS)SU=I)|my71h)KpQo!l7HwVt)Vr{il{&
zexsn{K1)q~W;4A>hsB#qY;7dnnXMpm4`=C)&OF5mb+iwzW9ugKEit{7tvONLp;8m>
zNKF{kvNC*UOmEAS>dO3Y@5%u54za~#{&$L;$^1JrFy3Xlue)M;w^mmVAm?TS$a|pF
zot-)Vy<Id@nc9@z2Uxq#zaK{bKujM5VWDZ=mH9Y?w{<kI^`W$Vg+8juC4H#EhT0<s
zLQK(zWBLfo;W6o%KN{1=*oZpRtOcHx?Ns#fDt&^Db`31%^e3zIDYj|FcAd8reY#4Y
zVfk!0QS{j=eNG#M4Q7*(>B>KkL8vX^@(lHbDt%FlrQ;HEf2qQ9E~3p0Nngg0G}I}J
zqOVlxt86G^mI&~*n7+<NTp%qm(pX7KRP>E1eUs%B4@2~mioVq`0L-Gb47u+V4%%LX
ziIct^(05|`Zi$U$rm*zT0m0`KeGg)61nEFJ7zSH7hrI5>rM_QbgL1Zxt(XcU>Cq3^
zb`gdxH8nXI1_1_Imxr_EKsF{t*z_jphb#{h)VZcjKRS$olDC$VzoH*k*s#J_)UxV9
zQ;)!kegYuFK=a7N`6=te7kP+&hJGo{BG~V6`Z?>xtoI9+Hy$5iprv1G5sh&zkI!?D
zeud#^5Ncq)^^*zp*BDrZ?V(998-6q0$A(fN(i!Zx6>(aHZRb)3(t_@R1B+V8t3ZT#
z0Pc5eM2o0!M1Y~Eo3-DwJ_jRWgZ@xqBfMGT8rVY~SAwHv{c(xy2%@kRh4)1BPnbGk
zje1CTLnL79M@?%{dpP|Wm~3#OX3J{(l%l`DR;XXDKO3am{)%nGx?XC5L5tf>`dfu<
z)^^ubO`~R^Pl3E4r@y1Q<gJP0_n+p_KiDW=bTQQ<M@1^N%|BtAe#|VhZiD`nVg--G
z+~T5O(7!>sj^1X@;wZPCg}Q-W6;rJ2K@WA9?SL}PcCal2Z<*d!uEC}ywwC+zvKNn)
zRKb?wkpqRAo?L5|M^L&0cpPpBxb$sL$#rIZOq&Q-7iL;b3?Taq&GpIfjyBMrll^A%
zuy$O;Z_=bFIbc>dtN=vju*~|RaCYJhnb*&SloSjn3kfCH@5E59*W2>u$b@nma!|i-
zupC#}HCQ|`pByr0^N4ly^Rw=v9M;=#Ftlsdg6o7rZotZPjtzJFogC2{``CdCAkwIQ
z9!RfV<QU$>F17(3QHZ%)2N8ybP;SKfVU|a!Pb$0IgayE7{AbyUo6YK=YT|;%q6n8Y
zN^Zg05*yV1l0~`PiZxcu0)1g&p`2826X*_~pTut5fo#*;kYWAMUbNb!Tpp#D*Li{8
zkVoss?cL_<4l8*Kwurmgu+D<kvaz=7lfAAZcj$*<IDIGR$6|4b9g_qx_qfR<Fls2Q
z^jbyk#1=$LiiU{=C5u?BvMnYsFr;BH*Y{s&{eYVzcj4<{w2t;dducb8bdENL%rdP!
zPScKRZ1c);VY0g1qYw3%iyV18o@03eeoJB#?prqFc47<a<W@|p+k_Xfv97B)Q@Z3{
zbEt%0u^WYEPb|j`0nC9(dz;=>;qE5smsmc_>Pnu7tyQ@Xzoy;AZIV0*FR`4!Z&WM)
E2NRGi%>V!Z

diff --git a/docs/.doctrees/volume.doctree b/docs/.doctrees/volume.doctree
index fe078d304fd0c14e13142212a83a8ee398714829..338bb8f8310cd34d3149eb1171832e34c5127303 100644
GIT binary patch
delta 95
zcmdm|aZY1{DyPb31_p-A+=Bd~5{2UOWTUc@Y%U;9Pt8-Xg$d|wcH~rMBueFEN6yKc
Ig}Jpk0si|RO#lD@

delta 32
kcmX@7u}@=zDktOW$+=w8lP7RZo_vRM0))4D0@prH0L_XFIRF3v

diff --git a/docs/_images/simple_annotation1.png b/docs/_images/simple_annotation1.png
new file mode 100644
index 0000000000000000000000000000000000000000..2a20c669efef2cab5a28fadc685109cfccb34197
GIT binary patch
literal 7096
zcmeHLYdDna`hT%R3E8c3+JmUnk`$>JW5!MgDLD^0RY+J4g&9oakU|Sll91Du(~wCT
z#$il_h(a=CW{e~`&P+}-$zk^Uj#hhrSpRE(`hVEh)m&WHJoj@Se)sRb-}`-@xoK%}
zTzZ4j1^@u0%}$tF1Ay2#^e-t2N?traQUw6Yk!GeQwxM+Ppi`pr0{+>|&~yu~Qo6db
z66WuxCbC)d`a?5Y%RAOef3u^UNXsPXthcta^LuE#-71aXt+61ouw(Lw`PtnkReS8C
z&gvf^m|DsmkUl3_bEPs#Zd1J9sXi>RABV&%a6>Vei@ev<)2|J@j8$g>KffLroDsb5
zzzUXfgVaGdKR-Vi_{qTkCIfltCu4zKcczfDw0H$YhQR?N*SX%_0c^XnM2<jNOgt)3
zVmzWe($nL2^g>P=O-0V^i9?ka=G)h@uB-0=Q8lJWUG{VmfnrtPfd#I^Q8lTQFw&s_
zetZfSki<qUoa8;vf7{Oc602Pn5qjq}8u=hM>#lIi;@h(~kxFt|)z1CnQ3qd8UM{{m
zB6oYc)GREjTyftosQm;)p|y9(t19=bio|$p?=MAXmPz|1P-L;-M*6!`HN{r`{P=DT
z6h#J&^YX?5x@}6>JV_dBG8i|P#_=3o;K<FizZ(iv2gVKbI4DjTo|1u;P?LI17R#vM
z#VatbE)XP=6a51wQZ*BTyk)X-!fT%Rv0%WkjOA3Oa-%JaJpV+t*dQYN1wwu28LAaa
zK}n^b1I(us>Y^}Zh(h}^3SutE<`9z?;w1rDX^jTMAwd4VA$1f)Vf66b<NkH?^vSrL
zgCd(aK*xQ5NX^3*Tf}hk>=6cX`!>PjH0W&s!aGORqRUHi`~y@tL3+hnjDit3W9f?2
z+*p~azk)Z0OKU&6O-sfol4!FIbx2xKRL!@jn58@v9Fk5QpMG7sv&&zBGCloDOv4@i
z00xA&B*IhH!-=a`7n=Oi1=j7d)4hpHgw7lz%c`+QD?^t*0^>@)%;?u<ZfpQ7BLD&e
zK<sL6K3mCSEjpY<u`wA?mZF_i!#cMK0O1cFJbd7y@Ed^AtQFauB3AWIntSWOzI{Es
zVi$)?p}YB?4_S+YM)Snl485|8;rs~O608PoVs7(jl2wi64a~|HmX55nD_Jn2pYFzc
zdHZI)V3{i|^>Dbe6vg#pgy9yN9>I+>SKS%Zpvf1D_Q+53GwEo~RerIoK}?G7KzcZy
z@p(pyss%^t$;<WQC$e5j*n1|yQA@V)hx6RXg}BsrRp4L0bECF;r^TBG*_k)vD{l|;
zElwNH)VS%Jf|*9K(6}&nezm#9DGNJZZg!?Y=-2nt%h$Gv4$E}!59xmeXxrh!3VJw8
z5eF|{xnijP6fTJc)SPIp-h2uX_FF(YV<kCaL@!qAIvhyJ_eqYAi94g9dMT~LL=>Qu
z^7L%<(i4+Sn`;D9r4p(P-|jr9`?%Sm+?$henwmKsEgcv$MF(>dn!d6s2zwrHqI8iN
z{rCHZ*oSXzq!NPI_|BHaiJe`y0vcaDZVE@^OpTVA(couE72iXS4wRVnI2ZUk&6>DB
zDB^+#jN@(?!V6qz3i28v{2riC+naIC!meIUY*^-#{y<d#=JV4zaacL#9Xo|5NQ(v9
zuDKsyt^YR6d|jGI{V>8c=9EYKNPu<TMw{{gXfiKg<JiFm!2zqCy>=P?5|BX6=~PV&
zq+?k|G2>^<Z63UOyNF>ziV2heY~hw}uQmaWRV#R`U3J{?>R!af^L`1v8fHG2#9MBS
zvn6R$9*}vQ>tz^Lt>9!~bo~8XgpJbs?i)IX5DRnR#Pg4TTabV7t0lX;L!hT5suqKB
zo*D2QA{a6_T1AYhv(Dw&y-3U_tKxOG@cBRVIjF6t{~qDt=&jR<Srjk9ShB&IK4EbP
zFk7%rQ9K3(Z3{2Kw26YvU0&wOWkt7e%CrNC8UAQ?9(|hz`1CuX5!^<W)J37*9<VsZ
zcgF_h<;OJsY3p-kH{&5&r;>aa%~DWMumw#_$YM{qPX@8B%d50~Lkw^JNz(D=n+3_r
zKElw3_qft@3MnvsTBthz+t9meTp@i2hyi?NrgFGibo|1P-Diaiq>5ajbwPrs%ZbH@
zR}9)bhUaI-5|xG8lrxLg-fHS*cRtNmdTo>x%A$NEz&?X~D~ke_YywQU5&@sq@7rjI
z0I+gklcK)Y1Qf)_e_fUrjLKIG=Cq<$+0+Kcgbf><=DQ+@=;|OPPGR)($vFN>i;G1W
z6aXcHqnsPw`_T>#+HO#oYLVfeP*>+H#a=~2R&9|)d1I!=M|xRY<7`XU*N!|oh#+Oe
zm75w!WNELNUD-OdqR83cN)iKm#*1Rya6ZU$DMq!902J)k4>Q7(wL&43QPaHekaD!v
zF)}(U+W?7#r|o1OZ4iRsx>Kx5`A5j<hbkfk<MX{4_DJXFWe|_$IAU?)!i6|o;UF<m
zaA~2_Uc+^5C%C+yv1_4G8Y@Q>VybeG=lEf-=E{REhh_5m>(P@hC>nA@apFX%l;aEj
zt>Kkr_@rUhu~z<(W}){Bl(NFT%zpik31`1R1f!_@@G}=&$k_am1lu(Uk{8}(?m|uw
zrhqCR)9AZ_BN`fG*Swa0?1ML^wWd>+=-C50A;T<2{175S-A%(_w!Mh}`_`JW4LCbn
z38!YgL+2E@7H1u6)rsZa^NU#wpK$`)I#uKdaDe{|k&F9~)3w4m&R5vbmT7Zn<sOtn
zU_M>rLjMkB!KYiw)VZbHH(b?E_<n!v!QBU;$J3In+#!p6>>gCXfNdx>ny8@Xt2&Ix
zJS6Z=*0;XBwk#q`T}+MN{?A`;n>P0xThv}kLu{e7nvRU52i!er9;a!SOL!&ma(1Qi
zFyG!HuEy2}GZVAjF)==9Ga|>Rj=dTC>xj<W^Cr!`)TNyGuZyw*Gt!ahTEfPZYP!b9
zg_~7!m$~MPPTWS%vCpG;=N0L|FtXd>-)ciq?40dK$vT3K9dydKslJtg4<DNb(d=D;
zWG*wOcIX@DeW-DA0i`PVV`@#r<BMbS^QTOg+qo;10hcTl?zIDt>~J|_yC*vf`kS$)
zclJb9H)wh@M`>_#^SB)yn~fa93B7r5Q%Ae(k=N}A2z6d#=;Mom@$nO;Mi>D;R`NQ$
zn@U?<$l{N2x<V!?dJ~3+9k<SqRG%2lIHi`)&CJ8uLh{0LeFJ`N*79mczYKq}JTMto
z7;ZB{li05HnVwoVbv{!?_RZa51_?gDo*E}kFXbU|zZ+vCpPgn@A8Y2h;H(?ONIPe2
zDo!SE@%8p;94K1;Ltgeh-p-YHA%m#TS#o{v#8OahA5h}M+@*3GNIZmQUp+WEZI{H8
z8+cXmq4RAVqgY%LyWanl9CLRn<&~3FmZ}?H^LqTQ_56js3rdR{AXD?gib1e_2^14>
z`owgxyGB%bnX)Susb1;WtMV`KEl%#~$Y8sSz0KhRHp#2LDy@rB)Rinc*v)x#DF^n1
zR7B|rzgLP=QUl;=&1WWEc0L()Ua}@<U3Mc{cLkLDVmEQ3e7FTZ0i+M<hN~~PY;(nK
z!zmA|gcP%G;JnN!Cn(<$PziWxIX6AU+|{IFeet1X%%d=u&#dggGmeu-*&%DJ;?J_#
zTb8X`hwl4l;NGYVH{L3A{p!%q0jCR%#icdgyXH3e6_KPlGG#$IUQkoV3nSN@oy5PN
zS_5o{^HPsE+IpNq(|vm><Fsll4p+(Q`VPQ_ge40hrbWAQH|WXT{xttb%IOyrXEtq^
zg(*$=4uL>X7N_>k;FM}`=bKj8F<t&jPQ9RiD9tYK=6=>I(m8WaR_H=&%n{{whTrvi
z*EM_<^eVeAX}7w($<$iz&0}XsN}LNW_25vmt@r6Nc^<$#?C|)!nIb3rhtQ^(??j#g
z<4R(|35`e>ACev3+eZRtsR^l!$CSSs-Lx{QDHw1Q`>sM!lXGhWUkYnzbk07P-^1i1
z=JKk_2f?{o!V}$kmDS`@>Wc-By98LbkT#i1*fnmWFyO#0!O%bfl#9euXl6qz6gkER
z9M>3dW|Ux15Ms-Juh!}-R0ctT+fWn2^9D)aTN6bRgOGqj9XjhkD;H>+RzVk80}QN{
z<@@RfqC8<sg80B!1Wo4qO6d77Orh@i4}8F%$v~u=ki@<x1LeAgPx+7oEoxhozoCJC
z89n*}?!%J6k@bG*0=tGt(NQTM&@(jDHPBy);YM_Tr=qxxi*Y(kMLDmcF(@momoJYc
zDLmYNNixs3;(gtOJDQsqpRw3-JKuyR^XvOE3D^3G*eQ*V-EZB|9J<v?Z+<~5ks0C`
zw!~b_h*wZiF~m$Vrvg@b$tIgGGV>Ge96o%xt|9DVxCKe9rFyafR|^imY>myit6$$7
z+nA|0BI7bka;i|y$fkNWSzhsZvOLsTyZA`2YE)p6bgKlD7n=FHp33VR*24PfKu5Yp
z{*4tP^?Wmme1tpL=*wWkYwWp-iVa`2h@jQ+A^7Dt-Om_v2?W@#tM$2XBup;umWrG6
zDfN#N^885dkczH-_k%*+6zyCkn64!1xh*ln02@)~%$A#Z$vD2s*CZ;aZsMeDbE_Y%
zvr8VR@=T2u{bP`0cBdiu!<&<&^g}AEZ>t1fDNE9FlGwICGDCDvFAuU+4?3f)7zlM&
z!!Mt0x~NKWqXT>i)o;<yqYo@wtMs{KPGF)UEdA%*1f+WPk6&<`<!0L4la;rgDD{xc
zgAX@ed5ND3WS{9=I&<2-n!4QF5eptu9^0<dZPo=(C*&gm2QtAc&?b)MFRXuV0B;-P
ze+w`d2k(uaj+sw+5YlV2f+fHebPqX43enXfimwOnCiz}{p$Nq?Pw0v=bxAwGJVamU
zZ1uiSyIhCwA_`i0q<7Sa0WV<R{_#c^yQU4Z&+xCYSO*5|#-6GZ1G^Le73WiBDpD`6
z`Pl2I4cUwX=;&X-txe~_TN(J~Fv+gl^w5(7L<PplR0$nCJ8ItnE+y!;h(S(lDYVmQ
zgUzTn!$MahXsP~0sEER^DW2`VQHH9^ghL6W_7GDCjEtW0bi9QA0Z6!usl5fXP0^bQ
zM`Rr9U_QDh0w!4g0=z=1F{7WZ;qAFHv;!h;Ye-~vVp%Pe!t5I#MbHifW8H%&Y|GuV
zC-BgO446gRh7P6(I5E5(HN}KG)6SATLgi=TMGT?$ibY*)DhCQ+$lNCkZ_xJ&{6!Hq
zz7eDh4CLlyFvuzk(XIFldE6x`R2JS29n-QybRi1rJm$W1D<PW*e`3bB+Np^|?NQME
zrJE_B9H_i9_Vrn<9rB9?HQZC#jWZB8WES+k(Su$JK?r^(m8?Rjk7Nea0a1PHC4uk!
zfu&iyfdU{5F(?jHD~Kr(p#VhlZ-G!160C9mf7yaZ;{Rd`dH)gjhqJX7{0mzMnGgu1
z`q#GqJ&8YUqhu5z#ys}eRv&6PchK!qhC^_Xum(8YjOEduqRe<?>eH?5>37!|GMFcY
zjTuJEN4n{%0H}`g%W<OLl3P;OiTt1mOvEo#H{*aL)Q-zxh6eq-R*N0J6t&kN`MaS!
zKV@NyME`@@^V$u_Ex@=o*5by~gSIPqaODI<B%(ESF%2Gh_d!Szke9;5!Onik=-EM&
zZ8i5>?ezIwnmV0%;&Y~v7E>gzWKUZ3R->E;uVy=Jpq~+<4f`UF^6d4Y%NDdu&@~1-
zQxcnJQIC!6q3nGpl-dP98dQFiY9(BJ+jAev;1hAMe&2+DoiNLy7T3rSnhdbgBz^zf
zBV$r9x@Z<zoV1(Mes^`<sn$D-@ec7Gqc%u;p$F1aoY$jr%qys29ef+HJk>NGXpEGj
z>#>u$_NPha80dK!o5Lpw>TIE>Yugmt)rEZr28thZj44k;iwb>^@(DWI#}ZY*?R+nP
yEkEa4y_=Sk|C_(+{Y3qffu9Wge=?A=TOgZ1ddH#GW8D)dj@eNQ(~5tbyY?^kl(Crr

literal 0
HcmV?d00001

diff --git a/docs/_images/simple_annotation2.png b/docs/_images/simple_annotation2.png
new file mode 100644
index 0000000000000000000000000000000000000000..9fa4e8e9ae4e21eb37d680a1bffb244bd61676e5
GIT binary patch
literal 9508
zcmeHNdpMM9yMJYsN~^M3B?&Dm9Vv<;bdptMDugtn9FoBd$qdGz7105ea!5{#ayF64
zFoqQ(6ct0p92!CnGn3<BnAy)es_*-*y}oPjKlWey`dpXGyzg^A_x-zn_u)B=o2M+z
zeqOq6DFi`3AOHR683>a70{<>v0Nzx;Jn|fZHbBRZ9<ugl@K_#qp7;^}8sT&%cP1yZ
z?0>~yv$=?@fNuF?x2~+XKqI3w&Tc*KvG>KvT=z#GpYC?gAmwYHYgMef+_Nc)zMzia
zbT87$)b1w*g^TzlTb3@?ieGpM`#e5NJ6g5*@z~>jW=j9#{($EG*d_aY``&aWN`{+*
z`s*dLh@SwK|NQ)if&Z5b?7DSh69ipws+=GRk{r4c)7(-58(-F#iTSG>C4J3FJMMYQ
zK^JD|Z1G@c%g1){AQ)5cwhx*9O@0$o2HIj;Y*srNYw3xyJ9nP*o<C|tUuO<M2h%IZ
zUsj=vOFje*WKTx=&;G@2@BMkGU!(gPv1!doiY&Bi0F4dtbN9LE?vvi5$K#3f<kX@f
z)n@BW?8=wFXoR3$>1YnFyRW@>mHti~)8E}^E`^}xi9+d@>ZvzNL?O>_?A*+UAd7N_
zMmM)tR;9EmSZGwxwB0Pm{vdZb^w)zt8kL0=(b<vyF4K2$ia_>3Hp79(-W`a=;=>Ff
zsFgGsm+Y0~QbN%7*eL@+R{4`gLgV!cL;d{>67v~GOI<JDk>b;$osW*Sa)qFTD`b5y
z3}N%rNXn>LX-K!Stpk0H13VB+Hmh~^$|`f5p{Y5X0oD%=<O1tzFItJ@{V*L$ximVT
zQ^D2CW4x_ZfkKO|2}jS5WFX(l$A{pvdRGH***GvS6s?xQPykQXX^f~YtNryr_7@w`
z6I-N5csPKZiv-lAF>I(HC<n>%cnCVht5$&^dLiS#4{Lz<{Ohoa)C5dLHjb|KzZqT(
zOjyrb%bN%IFSGyquo(dOL%DR=5CA+#{x%yPPWy&cir@NghG7D7k^dNmzG405{g2^L
zoMYMSbA@{w8ywgpm^_&@K;2&tkdxDrJCSalCcLm!Gqb<%!wrArv+yOT)#FeuAmG>D
z8IQu>X_Z*AehsZ7iBA)VJ1V${o!X&j0M2xiD3s1FWhG6kDlAn!NY-FpdmKy5Mhler
zqbkzJ)3Yu8#sM?YyZ{@~GoBVl2KHdBey3U9q)ZL6QZ^eGW_b5Vam*_I5i&JM?i6n^
zJ`GW<jbSGE^jKN44Mx>Uim&VuEfP%{-DiALda*rr?j2V{o7f<~C?wvens^r{z=;Zt
z6nti<c26&d{o3VgEXs-5t8G!ts9z$)k%CzcK?`L-+!gp~jHcCm-H&`yNIxhrr50wl
zV31<+S9^X`WQ=4iZ|6cOmj}rRb*5V;D~ZNdXO1luE;mq>X3eR7bjx-onZQBW@=PPB
z(Pq+6WluWQ&@6c=>xQa{+qhcYr+F~>6FHMQ5d<=Wh9$`h2W}8HDk!K)6sMzM=IHs8
zK{dohUBs^_MZW7|JWu*I*C@i9bb=bQ66l%XvfF{f^k{FnZD)C#mI-xAMF})5W)_F<
z#TCD4?R%uimNeVi9fuj+Vop}u=e=cO#wu0Z#x!|Wvwgb~7O8LIScYrK>j)?8uc0MJ
znvtz8`Nl!pkh~SMeJ@d`QI^}yqL*EHPK+@YXReAfD4d;K?U-Um?N=SLuC9`F(3h&x
zE!`6-M{M%uu5k{mRUidTPxmnCpEdc{Mek3RmS~ll1*P*)S4k}-hg*^T2L#q3QNC9%
zOs5~hGO*q3lP}@w{43IUl)Hjlb*|dGC6CorL#ydxk2Eix2-I!wS|ZG$2Ne&JWx9~H
zQd!W3K66o5sfc~;;RO3L!BgqfKLG4sCMh+;+p-zvg=wf3Ex*PKKCM>jPQ71WW^9+M
ztJv<qJ<YQSziDWF%%+Zak5g+js$8!4en_Lf{HEyFg7wB9E4;7v{`Gp5&{`dM^xlGb
zjj_!p->N({WN3}z8b$T)ch~B#lpS&Qw>C7@^@%{gCNfp&sT8xAbV4N!bu=f5f;jEb
zt*YSmxbodddxbg*IJVWL`@)h?9YVwHmIjPaJ&<KbytH!%rn#ucLDye_#IP|e+vO9n
z^vl{(vod{({z=a-;sI=*ZfJr_KCEuC*60YT#(yC!r~zyaHn^r*gu5(b)#u}4{T6i?
z-%-=-_6oP<!9_@>8)3|HtWqM?%6hyqL2`k2d-XkfCYQ-ZcfB%*9iG~)fqI#T1Gy5B
ztAoL=oBb`<Dfxt1#UJzY_wIg8nG?&Y4il1E@tz@HxMuQmr{d$|<tlo&W_hYeVyp(+
zc63WMCu1xhUK<@;TgnOOV1>-y==gl4B}?!TH7;l3Pg%idB<q7tG4Qr2Ror*p&zY5@
zW3^{AM`wDSmsu1r_GaHI{1&RApu9`HggMtlc%<0ZVZ=e7LT3Cd1rCb)4xA0gaVtkU
z7ixFgfYePerZ3l39g)RV?5=<-<4J7CB7E8{6^?%QYUvBe=9a&*yR`FdLDstAzsbFt
z$rDyIsY4o9gGiCKUtvym?e9+(6?@>>7gR1hjx4=*3^b(lbtwOrX4^-6*w413aD50O
zE%dO4Sl)5A*k)ZjH*%sBmCi`KwKophQvLK~(vAh2N=1c7bXSk?v@2(v$)Zk@l{B?<
zKR+SOSooRvyB%6EjSD(@V4#*9=X6w29Kf8}OK%QKq*x*1X+wV4kOup9na~`#k*zHO
zi)}%_X9pir3KoAoc6(Pb(XGlJfch;09TRD#hYb=eY@zd6mYgD%I`r#NFmmw=8jJD=
zujkq};UZ-3R`JuR=&Vz!k544$(FQsl;*I?pJlJF5+dXE>IHDoib&mgBb+?OgZf|dI
zI!03B<=`>eOBuQmxlvtxotNUH`;q&CKlh7Y_Wk+(@-mT@VRKN9U&e;q<m##c`vrqY
z-cI~5adwr^@qBvA7t^eessOH-b6~v!DTHUbpFQn@Yg(qvmo1+mbR4bKwncF=9vWWR
zAJDCg)KGV)F@n?QL>G%^3|)$6EDf|adWD=F)Td_-S>BJVdtp^NrEgf^jkw>#Bc)Wh
z9+vb^zp4s3w7<i<{-$WobX{vKX6_N%O~-<ncoUG}hDF{I<&7WTOGs`5j|9OCcknVM
zzq$9?FIs=T$7vR9!B#!(sZ$Zqe-|xG>nYrz-u-llw6#UfiosFO_26`3jR%G!BacKZ
zH=d-K!+CX#G#N>87WBl-_Gzx3sdy0}{?mA!`!%-FSB&}KM#dScZ8DxS{mGp@hhmZR
z7Kv#KHjg;elJrzdHaHuU6-_ehg$G7hqKYv?%(J;yRjjm$#@mwiE4!Dkuyj3}You=M
z-OM|i&%b{f+djoIuS?!D!#aMSW4743p*czDQsH;;B5|x5uRTX0AEsn5M7D<H_T60=
zTIMBueR$nqCT2W(qK&0f5PvL2h#t2LNgK7q9LQ%W@K60tRxU?a9E!0xnK#%L5ixn<
z^YAr1$H)JJ;gGKQU7Oj<1%4So?ydvbmLUlq+U6*HlfYm57@rxGF%(ocnFIb@V#ORh
zNwY8UdUjLQt+{qEpu&iMO0B?$iZi1e`HhbGf+C?}=+{(bJ+0g`X=KCN*x-=!<5SnO
zE&aSkj@+Gf2RpvcR=l>?gSw2=wW-3uH<#<VyHvV716Ar%d@Kkb$f=e0^v)xUkg6vx
z=4rUrO}`?IJj1zFua|4saaJVPTsD_lNhldk<qeoucB`C=pa@?N-NUDEG{RN5Fe!qG
z<1ss@ZhB`O2&VXEnXc_rmVDZ;gk=ScrT98dJ-&l8x%$QXIV)MA;S)%YGLR43@sh^C
z_QUrlna86_bSzcsG!vDQM?4M=E)v!aI{xM~Q6Cq0?tlfu%Y@x2b~<$Ig<nlkvc9m>
z-<==rZAR|5;wc(UbettetElDa8r)cqUE%+SC=}oI#iw*Lf6GLptw`|UJQZ|{PiX8m
zUuvpQN93~TJ#7_jt~SBW$O@YoRioi6X6-(TC=b^E-RRv@!nmq?%g3d$k$!on_wbrG
zcJ?&iIZJ3gQYE&uHxcNIJ_uW#<IP)ksiOM>g&Duc%J2)`_XMYXJ)_2@6;cP~<1l*!
zQ?dGfC89Fz1KX)A9$r&X9JBMe120~ZUD1EIa^&OyS3J{!de8)@bSAt{J*<HEt4;i=
zZ3t)NIw36DIA(8|A^dG9r-<!y!s7m<$Dw+ft7P!mpz}xE;2KH!*tAmn+L<i7`|GjD
zLcY&kjhGLw0uS+26*|GM68L?Ki&@Nr$+690=rWL$tZ+i6QP=4Y8ZULLjRGrd$0JAi
z1oOZMQEtp3ioEdV!*Wyye=+_P&vk{c3(t8-yw1xqDtH$YA`#0Hv11j_Q}&`L`X7o7
z2Ts3H>Q$jd4ACx)MXAcwxUHWN*QQqT+6u%`^1{RBNRkIguk1<p8=~&+x>!qttt655
z5z30*I0sBrq*s=wySy-3;H>0Uo!RGq75RD!>%zZ|2%~yyAIZ7x2O!JQjmh4Q=ZDXS
zRWN9Oa@nJ|iEiVUhfsStuY>jmTKkiTWAA(Puf3k_g@Moh!=Pj%W$J$0P&lDAiW*&7
zRo?sH`3KdF3^t!=WxR;J#^m*p)2p~zO!=LDv_eo}V5i9DKUd<b&{G(EqzWhby;2f-
zoh+89GzcY*>$-)B?t~Ez)n|VLg^Kbf9i=K7VZiR!$iTQ~D*leWD3r_oy(@cFjzFC`
zw2mKc%)JL#+`v4|qk9PL<%Ml%wQWqQfw&BLF_|$=i;fxgyJIn48B8~l7c#;`Kczgf
z25ilTX&-Y8EzFG&?c=4ij~r+CZga&x5RjEN2bv7;tyUFoixB;E0-66!x+9krPKf5R
z=_78gmaSHDUpr$i@@9z#DYjdfnpT5>NGcqJT-q8FXsL3!tvXXTmzL)3s4~*RBThLp
zc2z3e%QOxd%uNHk)8)eBad7Y%D%@x^2|;!%p?aqtq~QH#?P<c7r6E?liG&Ug1Ed{C
zrg0TNR@<+rkVOV9n2u^e$1LT?HEd@-&m(T*0W|jl>`rES#VhikEEZCQOp1F=reySs
z9}ng`d(yy`0QQp;-jWaTm6XBO0JcNc)Lyh<{^p65!W(i~aT}Qewy*QpXl*r|L{eH>
zPLOT4Gc{izo*FXE&wQ;KnnJC(;*~%_>|+XMJNFhedGxoFwG`L!omA%KoydwEuuu2$
zXr2o>^pO{hzpmx;qSysAhWt`IEgH1Q42BzxK_FAT)w*MMo~*?(Ded}UIa{=t69!Ta
zY<a|LaA1v(7q0M2t&iQvS)rpOUY=UkQ*yC}_z|sb^HN@@6DFFXYqh@zC1XuR3pjj_
z_BZ50dpkRmW|g?#m{gSm{?EpG4g_u_d8Y;f`4bUTlo{wiV0TB{5Q1xPyz02$k{Z8@
zNzJ3xC~7xVJ>IM|Qcb(XE$sNFlVn4+En#S$|5{B0XO8cdv~8&%#J3A48-A_u)()Ty
z`IW$tC}a$A_|7*70lBnyk&67@W#2uuAuMFjmT^%GbPMfMI3b`KnGdfn;81Ez#-%z@
zIw~1s+x)r46KKf*S>ko*-MmAoES&Zhrnw!@`B;T_Du$AWgUwhI$X&!+T+{$sE&Wrt
zsH7TM3@b}x487yGE)_DYMV}UGGc^S-)KC}&SkoyU14&+?GQvRST$d707JcENQoKng
z$wFYYu<ekP62{z3oJmFTFA8I0W2Qp<m{9~V=HbJKec{u7V`S1~^dE}+6Dm?aEsxeZ
zuyH=3yzo-dUBQPFlgl0F8Wo8=NII&;k!uwGSz|<IY%&a$+Upg)0+JU><A)(>Xf^wT
z)c$1Id>c(XTiL&se_!RG6omzq6+yx^EKig2bER1*=A{H&k4Ar=>oy(~a+OmVc{$%+
zcU&Zlp6scQF|F-;oAljS1ILsk=5>^Z)N5{i!X8h~t90EYBL&u+X=S{rJ66*P`Be5Y
zT$n15lxRcfGM=XeCxyzq2g@M_k}40UlpG|@XW4n&;Hi)mZV1k<vh$9~d>anMb?~L}
zmzj403I&%tAiCcb8A9{!KnH)Ql`8u8002HJ+Lj0AfeJAr{{R5G0(=?<z`<&g!T1gU
z00vJ5yS{q@0GNSv0RS%JK|hg$N~lsqe+MAW_TNZqFl}H4q$U9XDJAoszzocr1OR|1
zQmFGjLy(k8002;egrQ1(HvC2jc=8bL@z`-_39(y+bcP2VY(P%ZN%-^6$NG#Di^lql
zz>(U{j#Ke9swJpxbg6LLX`a-Xcw1j)B?XfV09|^<irKWrhGP4YbN=gWq(388&$QM#
zB03ufU3khMN?z6|6kV)2ytZ6kh#tV;0SRqXR+65l9fcR|XlKVoq2Kxt&{O~|t&YcD
zU#h{}?%cvQGc0s}0sD()g2hPOB$~vqMt?PDU<x*Ec^ID(I4Ur`KkUHwPYk&#iCsY&
z7O{HrZ49APmL^?f(XejI<*L3Eky_BqRtH^nFZdKVx+KXUmlnXSh<`lB^C&FMJ(&`k
zb5uOCu;o_d7$W$JFe$FD{|u+MUvozefZ};05c70SZiQ(r*sNq^fKv@iAW3`WS!DB+
zfjck*4(TBU44Kd~N<l3a&lws{{coutgSn_PN<EX6TIUlyXu$upUwD<0Pw8jLrKN<X
z34QZ*T$Hw3fpPfLPH=zaiV;S;#6%hjDh16{fk^ywX)b(!c5o{L)T%>#RY*<2TeReJ
zzZN;Pns&9WQ?r%l+;76UzX0m>6mC3@>GZQDp<_xe9ssvzp$%lh{f)=(?;*L9323s(
z=*Qq592a%$t&eD*!HY6k=)rSV7pr)va0oMFj|X>=y^f+AtB3m53yZ@Dlg5dteo85`
z5?j{uNI3T?t9=c$<zZ>nbX1ksxU5_k$z)(F0&|w?((>u2Um$36W@m56cmxSkHTwE}
zhS2z#uu*{WA{Hl75cVFa7In2W0mbOUX8y%5%b`;mla%<wsQw1<Ee*4QGqu9pYh=nA
zg1DANx0Fi_-+_BSaNP%06Bm7^AU0o52YKnODYu^=Tl5wlihbU2r%MJ}$+y12(g9-0
zMf)njT_zWWdc}(!Airh(P(Z_->%oa!ARs$Yw8tdAY3}1rSzr@f+Hz4Et3GPRj_k3x
z0a%CcLRa$1pE}RLdTn%GjkyfR!5<%(*6D$(%rHay#^;DSsp8hue&hlGBmP0elLbK8
z@q4tlEQ}Hif6ctDO*YL$9jV%6=8m^5_TY=4FanoR&zqEbJkTa|PncH^0nbR0qk`Do
zSLJ{;_)(jt^LRlgJ_+2~Rwrvdm_DFH1y{xJz4Hd9dH&;;IL2)$A#RN#7f)Y!R%Tv1
z1@_<4b>2HS#y*h?NZTD7fC}15I!n_TkiLPLxH$%~5Xk3$*p1O18`F{j?{c>NllHVX
zV6V^V!$_rJj*M+mcCLoGGJ0r?sFV8G+_p~|gqHFd-Z#_}{Q>bXeNU|3QHbur%?y~8
zff}he%FUIn*)x&@kPwg2MN_yVfK4t6p&GXo_En`t`ZsH34aT?BVG&@pBZ>%Ox>)!j
zG5H&Z($IttsFvDZPQB9#Vi#sO;ZnK`OqYXsmD&6ZamhWn&@+`R<wg3kaL{LIW_{KI
zpeRw-u!Z_h@|KtSJI@g2`F?24BI>|}uvi$Vg8^6L6e}fM6KwugV)B?YZ|J9*h&mcr
zU;Q5eQae6KVHtyXhlwm49;I%V$hrSOBf2|CLtJ{Cby4RZ;t6i%3xQ_ahhr}1=A&-$
zdS4gtV<o@UE%nWYWh~$lL8((y7G^}D2M0&HSEo-8FAWW$?Bll)k;@HNX=vP<KFmHg
z1z!(PgdHACOzJW?RkkWi{*hH1nC{N0Z}v%5gUnfsS6A=e8@1}vbgNnjoLR4Yrao;m
zDRadRjmkH7GAb^lS{!A1vxsYCfYNw_ZpDsa0ij0`IX?a&SY01A(j<coaJcfi11`Ug
z&KOd;X1vJ0Bwz^?x<^Ohdv?Ne;j)zm3{F=#g_gtC;p~8O8^q@O3s`hMg3`?XcXPih
z`}cEU?LX|!m&rG~e>?XF5LonY=l)Ozi~hY6|2+5q#0l8U54-;tPDpwFPQd@<gd)H3
z^ZVX?msD<y+O5Zi6oJ06F!A|MDvx-TTiegwYO^R^48n@6-0lY_efG3gtF%kL?sOS{
z%wi_I%UIm_j_J5x99gv!uJd0CPsX))cs_C(SM!=uhoHOFIXZL5)L~f5Jmb0vUH6Yj
zbIr<EHE}6mS#yx#(g|eep`w<_fhwH;Y&mj3XEh)PaSg8L4a}_?5g>Ku^&oCt2fYz2
z1PNwO;ablbnQD_Uda#}hEUnt*wj|I#8R6v!K|gWe{{>L=P<PrC?QrYP8A;V=9}ier
z*1+KBBHKNBh<%(D8|xL7duKQsE)4=FXzRemz>w41;X7<OZ9ljsxhMnh920xJz-LOS
zsPaQ<bKz(2p;7kd*NcT|V2>9@xLI<8uY#-RzUS|X@5Z)ZAn4MenqQXvNn_n+U$4B_
zZ8mpjmybSZGYPxu4=v{%Jd^j94|cPlqUz}l&VUYJqX<WO`;G<LIcP;kq=U8xcSe9j
zwEn}&^@iTHRhKsVK6~>_<N~jNPhZ!nfQ{1z=1{h(@}*;h7hnwyBiM8i*Q_mtds<`O
zT!uB+{(v>+*$Hey5n>UPcIELl-8gyWq@=2u&x8t#_gRhOKMVV`)jJZvZgH{Dz+H8v
z{X-n0V3IF!op<YJ<j0Q{IcK;jMP+8iu*@SuK$ovB*>nBYFZC;ga<LgKTh-eeMKo*J
zQtA>#J-wK!r^?D6dbN+*MpeylWOJB4W8X7og4QQ6Q-)iwDA5pU;OGG+Wc``}@BYAw
zfi2GvqUc(kQi-QJfnaA1`da!)|M8S_y!$XEx_2Ayu%!-V4NtRkaZliR4KHsiD{DAy
zZI2GIjj1n+q-^cP+Q2$i{XBDM3rN{)?{}ar{paUD4E(=j;8cY~?%C}F=W~+$-@*<a
NH?=%kc=*B}{{@X|mtX(@

literal 0
HcmV?d00001

diff --git a/docs/_images/simple_annotation3.png b/docs/_images/simple_annotation3.png
new file mode 100644
index 0000000000000000000000000000000000000000..6b7fa7ffc7e4e51eb1b4fb69957de86c0ae31890
GIT binary patch
literal 11686
zcmdsdc{r5a|Nlfq_9sbbNSjhpNy=m?6{S+y+Ki`_M%m5C7?dq3L<rea*&}0#8BrQL
zm37RRCS;u%W0}ENzULnGe4fuYzrTOi^>tmYYwr7;^FHs_`@GNgdfh>1&lrk}$cw;W
zF!2*cN6*7xf&<XMumE^dSz+)F2HOBTarCg6JDEYnhQ;5E|IY4reUFG|ZeDI=v{9?%
z@g4!ep0u@9hu6W6VxDccL7%m|)!KQ^ZhbacwVj+nmBXXat+8<Gw82Gcyz}SDmBo)`
z+y1(EF=gX&sa4BXKNN62A?COF`Giiq7dKSv;6YsD;J5y<1efl*e$%K)&LHpGV562^
zLO(+aIP`z*uR6YK{-?p(Wvk8dm&5e)i3>H72{`h0Wk2)OIs;)-4Z}unE=f&P7z5j&
zW<S%xJ0dLm0-ro<L}8YDa=zbO;5cMU@(Wvu>}Rd)h}T)`pQwAejXDZnb$5(G2c8kT
zAOPFIMoB8KUzaGRJmT&_t6&dGRgO^3WiGFT!;CEPq(a@9Q=WenA(~fRz6tZmG2`V>
zg?<FLLJkyl7isv7PRA8p*kjw2v;_uxZ^=;hGl<a0G>leSmq=uDvMt2Ow=%_G%~hyS
ztA&p|HCfkc3prR)X{%QqF4Rvdr<`#ncxC)<Cn4B-BtyUd6lIxDj%BG60(h;D_jMG4
zon>sGEQ7U5{PV)B6eUELfW1NM7Yo8N;C={L5_uW_g%lI^#|s~n<sSwRixw-Xt6@tO
z|8M(eZ(wLnbthD^b8xc*Us9F*M0ZW!HC~<pmtyMEt`R(~ipV><2&X>zqJ;bq&4D)@
zt}yWQU9`h^!AkhRx%|+OCy`2>Z@sADxta)s<#ey8`ub-qzR#{zzTAakX3t$eY}z+#
z&t&|HR*3?e536CTEU?#0y{DTc?Wa|Ch-JWSeS;9qX858tOz{AwvR{1Yh=_6-eW>Un
z<JRo7_l(!)d8FJ0G}W3|A$tbu)(DGNmt&F%at<EtmOa6;iADQe=*Y>3A(jjuM<EdD
zh=_0Osu-KHH`7|08i>n8MMe2bJ1KbHwLIi@A$rbta}cBZewl<9gLtw8_kBQMKmoP~
z*>tlwa2psj-j3-UDCPxyrioKik-4Q=?7Gbg%sie~A+F&>rbrj_30B8%_r5Y!ztM2f
z#(HM|frG^I{S*V?{&>xGN2W$gb4IDJAqx}P<TwW|Xs1KG;PN%&K>;=bc<_ymyotVr
zvPb8yXWkS+LWnNBCmRUQiEwMtlFGAmJWKUfZu@7CkdL4nEyP6`CRD3oUBU7svf42g
zmf)1tKdYWV|MK+9(<u*+v9o>ebm!94Hu6mwrCOHFYSkHV7jPe=op-y+4y(z@Sy>f*
z-?0f<kqOeuAX!t-p2iy)Pffj^O`K!1+2RUqGB!H0!)|%qsEWWU(kSQ-B<F>&!5~69
zfrnDMb7ee6;e9&;R7iVR^z=C1pyJ>Qkz;E@yR^z(O*Pa#nFno(*t<THNO9hDD%Q)K
zc*eV!d!TI`b3oJY?I7jpek1{nI9(x%#2b8hUTkn!hcgv%IshwqXu3s1+3#JG_NJHa
z1NOz;7&jHRKh-Fee7IO}nwxIoIh#jHJVh6>h+*Aky5%J_K2&cxF5fCq3E$@DYJt5;
z^qwi7kCycA)qCWo9XfSoZ5cFs)>L8_Ms(ID*C1twgA|a&l(Ghb)?bO`5BQU1;{AoD
zxY~zJq(wtXO-Pr)OeV#{p>GqlTWwRDr~<na{*fQ4!*ktnxu~C2=mivQ?CF>N-CmxE
z>Tg<w(}?H9S%yq>8ArovhN6{Fgv{D8<>)C^?lhslUw0zV{v0$bLo_`cx_^diE=;oS
zu3yjmVG}!sqRma|B%6txTcdZ-yEmwQ?xJes&}?|vY1sv|_9m}}?REKiS<wq8+y}a#
zxxe9?C_9H|N>}zfE24a9YJoo0leg{JNfkw1cGfm6WA=cco`mwzFP_3zuhH~<qdlj~
z-LqNE?~%o$v6`eVD`*hMvOJAr2u*4B4j-h;J-7NfHU>8tP0KUAX1lMmtwj2gr+&m+
zX(tSRsqD8X;N{gh;|)nUnKZBavm;EzC0t|*p2!dB5s^%SD$SsyBU7aOH4+`Ymcy-7
zF;0_;Jo4~}*`=Wdb&kN72T8dL=pQ8Gi!X}XsVb?H5o4A9?T5H?-q0#{UtkN5OZ4uF
z>z<l%^?D(ch)v3L&{NIUR%}b_xvAKy)+}|b^)K&hnZ{<)b7>y;6<b+jV|uWmI|)H+
zIXcw4bFWFS_D)>QRfiW(XhxgsxO3{Pr~MbEWm+XlwEkY@L+l#+h?rs9hjN`-MyK(i
z$0G^dQ!**9YD>-7Z6^<Bed}nuTbiLLCwFmvo;#lx38rV5UYdU&++6Rxs+xyiL1WLk
z(@E+to+Wl@pVxMRw_+ERcfMd7-qU^|ACh<~?e4I#kbD7;(Qa)M1lDGM&Xlyt+VAfk
zubuT?qozHblMtdl-Q;Uqfenf(3wULV*|q^oN!GWYZ!DsXwb^}La3a24sK_DCl??Ps
zRg%TyhI=RTuzQayKgxLhldU^7MBdd(*|XJbz4MdAM<{fTB{J|)jmK^J@bSV1*VYhT
zQGk?%*sWWkyvxYB@C<bMM0j*dAurNl!AE_UFeYgmT6f01FCxNJBb(?S6jW2IqTb=@
zHJ-~0DY`o|qo+e=G_j`%h#iTC+StJiyWH~JE&EC%)7FG29m^)z&&D2Sud?w#XJ2-5
z9WIQIM&@5E1-Y}&LsqA3T-Hs=dglQ48&h0c*Y7R*W8Il&ZUspdcJ@jaoviMK#?~Ih
zm9(cmQk!hWybD^3eCCI}s)5@>hCizJ_Vd5C-62vA4i{B^fhON>C~NDqiSHglWW*M0
z72<dX3R+p&9;5FPc`PdO$vgEa-zcOPBcNgOGs7I)X&h{=W!l@COJvu($?>o^*}URt
z$=5m7akHy3EsW=Kx`<IFESjD7LN@!Dd1;_j1{tiDIy$LTuy({qa*N5PtC?LzdS=93
z{aDEiLc{~>=VRhng4v~B*`%no*$cIn+avcU<XIGB5(Z<KZVa#oZ?i3q&eZXzBOAGj
zf!O{P<s16yRIV6YaI{)baWwnJ7M&M=%RWW#9wbI*k=~=hhPb8$@8E6I7eTe<p2^Tb
ze>+VZ;2m*OWM8c?BE~3HyWQffpr}T)a3)?%^6Lw8Tl}%|89M9-xhJN{r*g?^E+g7p
zdcxH9uj{#>23^9Io7P3Brgx`3$c-3NVH&yo(DtU!_vR$#TzNX0dsfXT%MK&O^l@aF
z6x(EyvC?dr?bfy5KF#F?vV@g)Dy#>&s!9p&943SHBZ(@zPATz?r?W1K9`NH!rK~RN
z#k(<CCSm)ORAom;K4muDSd{{K1{O^%$_@w3ch7%z>7bZfR3wyYJ@DM5@BXD1+CgtZ
z46iJz(8`qt!kaeLNw4B=&BUQlLmhGPi11KH*7;AehxledK&axZ5^cY?S0_9Ax$)2O
zTK3%K9|>0&D&13*rxY`6{tD}Q$9CYI6!XIaRA}PPBJ4&3?v{^)Lh^N5v2s&(8@fVP
zg;K?jR`VP3WfYg`k0oXjA|5tb7h9T_BKhvbW^)o*i1kN`)$Ux#ry?XVtzhfw*Zk!~
z^BFuz+X2&>;9k+clcH2MzJo}Cdek>;MRqcsicQX(E{gqm^=W@d*1B{BW(Kb2VUuYw
ztGNHTwKbFn8}6gZC%?RozU$FiKXPZbx4F4_qmv?D9vn_OJ3FN+n@7V?4(Z=D;LMX&
zrO-L(B%UPe(tqWO*IWBib$Mp+AzkdOwSY?Z2&gCoSxlM(r%;MJt+8m1-qm%R>mk`@
z!7Cz8i(AV!L*doV=8U=ddOGZ-WM<$zJcgoJb4tI8R%dd^o}pd1h55Nj8jWqM*Y_;K
zE|dBUUI3k9c3EIMhiQ(JK}zcd1%u78!dJcKZKpjZhg!oID=31gBx5;m@0oX}Gk?Vj
zCHU}Us$pn=R3T;FJGXcY<6Yb*L|mIhg^nxl$#JsB&ZYN~L~St}P6$T9%u3yS1?HYj
zwPAh)XLn_kbBpY|%qOd>tH-)>%NtYfI|`YBBm+$|tnh+lxbvs2W@i~zSK|;b6X%#=
zYFn8}<ohY}6T2}W!N8Fgiq%<$50q}ulO4uL$&jRv#{`e3hp9DY9I1^d2FFa{3JR3F
z<YiFc&N4FK%}lVHwo2Gy7!rfuDeK;Fb~)?H<kwv^H&T!W6=0KIW6z=W>c4zhw2(th
zR$4DF*xGH?`1*+MflLvc%@2tTcv4WJ@z38@^`TDx)rSuK6X+wyMOS8wbkTf3M;c?~
z-(<~0RAj-cC0xMdJ9{Pd<Hrnm_03X~Qw{5%R5n=8K0YQ$m+0iow<BF=Vk5yV;hUiu
zBJ3SH@p)|C*$otB^^~`EwA`LLUqs@0hQ2+SkWc2q58WwAk`4(zynvgzn~QMp%%APe
zNUo^u_qxgwJ@^LQZ>mfiN-&Rq9xI`I#iQnxRHZ4F<1a<zEqFP9!#LotG%HGD2Hu5U
z@tp4_p|#xa*BP#S2d){+)<$X%NVhvwj_nl&#-S@69H$HltqSLRKdU=VS0|x__O>wl
zK#fD3-UKBYubJ94D+T<o8ttsxl`pJsLB{bmg@TpPZ}%Qe+-UPBX%kl7QGg;-*O@(S
zOsxN@xkGJDSTZ^^Wt%;>)QjVIfM|2e!{cY0nqIzc^D3LFq$WDD)a2EWBTD#czi1D;
zO2~WcZ?xXUe$(Uw^8>L(r%s*mmkOzG@RzbD;DR;pH;P{p7`TqVynI8n{Vb;eTnTN!
zwF(C2P4X6&iu4W#7tB!^7`T6!a%#ZE96q+Q)PQ?FeGSb{04Bu@6K59_YH)k^X!$RP
zfx8maP6n^#l-u`E75Y6)?obhg0sl2ri%M)<2biAF>*|%5`^$mN8v(ezFdxUj6vxFb
zWa3#7PFfgXS3h)fvB}n815Cf^GH`CrI2a`Y+QFa_XKk8_DZYXFmpSxwZ6snDu(ZbN
zX8^PDwE!@-Pc^hF;(g-dxFg_62nM+h4|xOq)()T2m4ks3M9jI;2A#{ljXx?D-3+;C
zylBet@um#$ct6SwoA|i2L=ZF#Z<*DNF*opq6LZDHsqrQ&0Mxnu3#y>nGRR)g(9qnC
zA^YEvTEn{m12uN4?fBgV%`Bt~JBp2_tXU2G0n7&FzP&Ra^V>IyEIxuTx!}7lO`n>n
z(`EoyvmH}l6%?s;i?;UF@!@_Dn4_xn*faV5rJ)i}%>@2Jt?0B<2DF1g;e0u1mw3we
zE^`qzgv#S;^J;w-)w@f>O-aeBm-aQcY$i*B)?=eyI^e5!Z#Q0ab)tz{<jMIvQ2U%W
z@<n=YakPOCM}M&TUKbr|tq*2Ad}Sb<>oFPZX$2vk)Om}uKB*gyWs#+=x4FZrr5CQs
zYdf0{zRWO0>g*<SE-NrbI!+vN%H0t%wT~5*XTB09ui+H9Ia3E;d)*zjA(djj(r87w
z9+X;8*1#aEP<}xJroZC_KgNsCi>Saz(j}Tj`1v3RyyTDUKP?L?`C)@1y9}!MPs?ma
z-T&_5SIa-U_|@|NTNfMDR;n%AY<p<E&YFgzxgnRdkZxY`?sDz&1^LjX*HI_8c-KP-
zZ&;HMAlY;F!e~=K>wKm>2;Bx9LiY`lAguGIybz;Qa|VA5iXjw=<iCjry>|~MKA<Iv
z0NkrxF#E3l^*cPaU*f;GgCT@}DNq;sJpxuyz7gqrK#;fXEcaP8^Zm<iQ!ZQP+?=;@
zc|idsWf?RX_N`yZ41IOn_{4mFmSIZF7VBHy`(&+OTpGiPgYkRgWV6rf*ljm&y#U;o
zr{o9iY$#c`oH{;UBSGyd)QjbvbM3HP4$E((n;CtG8VEZ!AP4#b$ila#PIs53*5dZ!
zA9sOSFR1d;WdP6t;Foa`Rx*J3gv5Xb{%d0~8~{9PZ5_Z|kp<RjsPP!1`*D!1*Tz_H
z-PquT_FlVAu<lgRb(zgp<I0Z>$J5qYXU3rQ<Ws8VSJ_91!Fo+<R_kkBL5`Q2NiP5*
ziF*>WCY7AJO*L|MxghA#s+zmJoF;-~fQ+O|+(@DhTkzmjU5cqxs5jYh!bg^N>n;lP
zK<)x3DAu;ogJyII;NJTL)?H6lI-39BL1qSi{1Qc6mH7a-Q;b3n2<6+G`05b(S>97C
zDgw9bsO0g8DC1H=5TycF&)K{8j;4!(=}>*T`0{d?$TdLPEM_}Qq{&_mCQ|u{KSdTZ
zoj+$_n?Hf%fAnFA0um^2Zd#(C78Hy%EK$$^wW$BI!1exkI;=M`=wFi+U<I`3fCLzT
z>Mhdz#rc=3(ENinYl8JSOm8b#lm2T`!jj^^?A~Al7`cDXdC)>X`e34ne!_FG5b$mP
zUKwCMOmHIbp+ICFe{L`C1P~{yLkAnm^xr@JGvOCIgLzazK$eKfL>K^aBYp`WY7mfp
zO8{|!fLJX7L<s_tx&)BK0|3a{m_LEcI{_f|d;SE1>jOYKul)&R1{#sQpZ*+?mp%{>
z|385k2|+-X{|O{a9s=U^Cy))NAs~HA0I7w5#4Z730s_*q_fH_{y#UDIjX!~Wg>vqE
z^%6jy10XM-ECECd05OtT0*D6$L~#iqq7aZRO8_|z0g+!KwMM`O;X~B;6G+St0A%jw
zpFr|I10XX?0J#CB)<p21K&rO_AOoUH0J#W&G-H<lQU`z}k(L1R8JZ*NON__}G)EGa
zNUf6Z00`mgpFqZ-P19qEInw(O0CA050*EXGM0E)u2ndMI5<o&BAjV4oIRgRFT4F?I
z!4<>j(-H`;KnQOvQBVdIEMKBP02<tvOZ0IKDmc1CK_yhsxP+;VP{K<rQSbmNIJ1PQ
zA5cNz5-pBE069yvNP!CWFHs->0kl}c)HSFe>Yo<jyKPs&d_GY*T1q0y^$iW>Y(39L
zl>Ww(QLrTS6limk+8PLnJpocHqa%+9tLwOYY^i@LRXNR?FOIw~(Wxrftdw@XX4-75
z|5YeKop@lbCBj5+67Xh^`V5r)tY=dl!3`4jGM!9%ZPTR7csBL)V}yoNsUEL#%4D8N
zySNdY*7Q{~bo|}|T}bG&N?oW@!i!EkZ@RN2HA)z)=wT_SQ1w~{v1bq`M0#x?OonUs
z=In*(SGFSUxdb7VAH%*q-&Atf=UFtblE(NDopdADTY|fFJ5w-lt4*y*_b4RxfE{3i
zTdSh=v#z-hQw1`<XNvuI>+6-oA*ORU`QAhf=}D0T-WIa(TM`lzGm?OOdk^kbj&pZ0
zm$U}L7Ia0MZP0b#rhE$u;b}{rp*dpW2@m{kFfYA`n1J@XB#03Q@{iGjp0lvIeoxg5
z_=WI)-gjoBxncMBIavbj35k!x8`MIUGT?hZT-@ek29l{&V&5$=_1>UC=RS~-^V^^m
z-r&*!;T2(P8(*i8@2><iL?53C)zXj6q_U3tkBr8dE=zjTYTqUi1MLgPvN=Y0gQx>5
zR)lSAeEqc)B?)@@43^V>bgK=kBwh==Y?oaic_Z#M#0J&W=y`FiFNm8V*1U*+21_5s
zc=OsbEps2|l0JX_5ll}`p4#{*W$KzUN|kuP(|xu{Z-SMrz*oL>#wOLhm5B$qFW&V8
zTkB4n-NaiK@?M=T|4Xj~+tfYvBSULphh6p8Rz+Ga;UyHIu%r3W@vdKo$kBQp6SjR3
zeduV`&U1`g5FJ0TyK~qA8v(Q{K07~fIbYp^ak{Y7(-7jxlS~&zxryS+k9R7e&N6^x
zb(1J5wo_D@;@Wh92I)_0j}$Z2Y2WLzAz>$sjtV7=$;h@7KlFY&+Jnly!_~AqlY?t(
zG(^L96nX_>W#GB|iV-OFuD4!RJz78=E9!W6UV%wEN`GH|eiX=F5wsT~VQDCbJLAUI
z;bUo2AFLNXBnknMjPwbf1lTL1Vz4riew1L#!Ld^XkWb@{+8pCjz1f@{vuwblI0{uG
z@qw>Ym<<J3)JH--weBd;KfukUJA)A82$ZD$1w6t4=v~rpIH5%K`O9Fmk>IB7V?WiR
zqB}q0(nM+>Ho07S124^+h%VeVh0dU6L6W1|y>F#NkJ+*QKA}V$bGoKxkSwbRhu>xq
z#3UsxB&ar_>(f1%G|#z`Lo#I#EgAat7IHqzujB5w-_>qoS`wN0x4Iko`Wr@D15w)X
zPM1qvqt@6vH7{+lFVFndo)x*|<Z6&?tC?=9PjU|7J#`QoGDn`r#oys&cP`35&HYG+
z+mr-GxqE=2;c>$w!rvkSwbiFK8uBF`{qVf*Ufmc0dAaPy2F`in^Xu-AD&%v+183`Q
zUamV*J{3Jk{@IPLEh4k4wl5a$$Kvu%Y1y-kN&VPO4X2gNp|tqqK}ze^s0$2Kpj<dk
zYCrC&E7A=G!3Swl+|q7H^Bi%K=63Jjm2?4oBXAY^7Qk&be0!oV5R=Y2GJ7NjCU2Z1
z?5B9M8Z0%(!xh?c@3NxyYP@@g<uWs^-MQJu^n6m0ubA>3ZOls{R!+=Q&j3iM+sf2`
zz3U#sCVz67!yyOUkC^TtLX)nZwsza+9U-Biyq<P_jmvhBtfycod823i-oRQ2VA8`G
z;)(cqwCBLc@iBsy3%ymn+vPQ+&@?|#=yq`vrjORoCgK=vQkCCF<!cgD2PrBM<Y(3{
zwfXg)pRiyOl6|(o$Zt3uwDNIP(Ievl(YbGhPw;0%Yz9X>ljL=ss>+ZcOaSSIzg%RS
zV<CM!{aWHFW;%M?PAujA{!9XeDO98vmff^PRqen__nDI1q0iXcW5}?HjwU8Cb?7N1
z)=bJ}mHyO>%T(0n_2sUC*fx2<PtyB&5;mjKk5s*btC%F#-KlV8zpw1zF*nAh<R3Nm
zbJz84-Vt5@9xfD&MvjHo3K<@cGBIhQc+I(466XY?gq`cv{}x#NhGSw+dy(8^+c0B(
zdSN11)ywR-=tlzQ>5A<O4&CTWzD3xX&npxzHR|+_?ALut<`uK%TZ!JY{r$WJOXJ&L
z`ktgrOI6O`x0BzL>@t<+PNrSw-T0*-NFP}w1G{b867Y`JxI?AJqU!Sf*bAP`$V*e#
zfV;t;3(E(e<T{KQoKyv}Z>0{2j?6(bB&u#?iZ$QH2TCFHX4|?rcj{~VHD%+=fM%i^
zPAG8CjUJlwp3SOG3|rsfw9qEw8?%aAROWFw-GN$Imms%ojWj0d8=raZ307cr#RQo!
zMnvb6#%k~i`;`{%t!pjarnx6BS0ljtONTEmrZ~_`lB)2y%RqZ86TzfiA`*uSb8q%t
z9wXDd?S$!HjWZU8qe{TH2KxB^cVvY%v+RfJYWeqYHA>G#Z;e;#=+KcDhhm2L%16>b
zYxk8;>Ku)C>^r(cJ&N3Yf!Hey!YVHLLX&;29R}R-G6?ApBt;9q?UZAZyxw#6P<UNT
zoEW$4GoPwYB46G$)dOG1f8?1vmn`p3WICyv6}LZ`yu$fajtHH~u>RnBM~pVxY*nnX
zdborIx~_!l<5kX%%KYVhr@wxBSP{V}m?;mqJ^so?T9O-xnNRV=v83&s*D|m1nf9}c
z8d=ZvZ1GA$qr#!#2@AadAa+$HMEW{9oE=)RXb@1wI`oI-6DfVlep|b&inXMNJ*@cr
za4E`!_`Ot~Ihe)SUugw|6h5rP6-t)atQa)#m*qW^aI5>-qQ+o`HMumzV69=A^Ys@X
zz~ww&R4#l_Cc&7paqFh0CYeJNCG1ql*kpbMeJW-DFX1AI%%d>bRb>3@&0S3K%DDiR
z?u*9OH{uvV4#bwf;k4j+fJA?<{?@tgLKl6$L)t`*BcMlhIuK7MI#-qbc3^9l&VHq1
zr->D|>CrD@V?CyVO4bDMd@){CiF{c>A8%7ijS%6wTJS=!_7kLE413IN?$H3yFVJXI
z{lWqqEr%fW!w1!bCSne_TIZ9?oqXZFwvdj5Qdz~C{>Ck&GK2kjEiKP(7%npDR@*W#
zvnR%_kkhO2p;Y&emf0$NMTtCko2Z52#@d`f7w}W-TajljjVY@1Y-G{i>!!b~RVb-O
z>3ks$BJUU5@!5QRNG15q%!B<JDhAtFD<D{)RN!j^|Dyh3zbpSK1pHI^4H{AgAS6Ns
zrN5O0pfi{u{-rZW0U^R1C>8uJ^_SKP7U2N@pvub%5WSy#w)pIun#Gr=lJAR^&@a<g
z0ZQFs&ewLh(8@gY@#CF9(E-cST5&%_Zy-u&jLhtb_@?E})_~sJ=;EoDZu8r%eJG23
zzpRk=NM=)%D0pqX{RQ#XO<{WT#9yrvy}4ACSGRVqakY=x;zPvt#S9zV{@#)Yj>7en
z*|Cb7Kw}6CRJu1&8Ex-zi#2X@=Yr+*lm?cYm`87M#)FR%Dk_rc@p|6%j}Bu2l{quA
zNj6dGNb#Mynm$7daq+0!!~?e@0o$L<#NFEZ>Xka-hN&<;T?c$f<vl|Wy|~RbE_-hn
zs(*H7v~QDdbf{PcdP5(ITYu`*=|HJMd+fd(PHEBf!IhQpy*bVl;`1gX`l-JF&<>oy
z5~qlDZVF}LjKJY3@J=wd2G*NSP2Ki>cplz|3f(mSJvm6-bJ}BAF#atGKBL4mm*&>$
zF!SQoACqL2W@~)ciW`;dz5l5u9bw9z>=<~YP>y@Ir~??8;{|(t&Ij7R1#~T-*uu6M
znnCoNPV3jamIgbEOM4&&l2(vcL2ZU8xaLiZEcGHUe~GMOTGBuTBo(OC4)Je5))g_}
z)A_QIBt|eJ;-Y3RS5EL3%iC;jULH`hSl#jfpWv?!-|ux5Wfj0Dxc%gcpsJ5jP;m%|
zL$p5u2=DsE`oC%a_+$jcfG&&d;WTn<I(|y<ZA1Ncs6mYf9$rreWK!Vc6GO+t+=@yR
z-a~vo`36OT&v=50U&H78)7?7xwQVn2a%+k~Z@}b7F)9RI4RGPyzZ1oNb65p8^X@Xy
zbr3-n`-21Vk%1$Fb1N}?m>*UH;u0`a2a8a)Z_}bNi&Dnk8MjSFr8gn6D>&a|B@`XI
zMdNNQKo)pw@_9cLBR+Tb9^&|bJ}VHCCIH;un{K1^;7(b?Vz?b2J3)cq6Wr7<xz^7w
zMN{`ekue+jEt@E=g8&8|$wb(jv@VJr5EX9pj9)Q1DMvMa;sXb_efn?tL=yrxM~B;u
zCq;|F^6h{?5UAKeWc{FBvGm$&u0W~M24VR7Fp&3E$E|XqV1A8b;T$kEP>gLesD?sY
z<;&|G2=kBkcaNDk+(Xqwcm8#n2R?lR9I?~F-KL$KtaJTU%Y2T#Sq>%0zqrBQbU&#1
zo2vd_T;MO1|Iql5(f@FNAd-tOelvv73*gm%jQv{z_#LuEvEUy^{-16CF$Pur$C2Nh
z<5G?c$w?Zjf$tqD$_(b?&l+Etft8-Kde(bk)j5ZaVQ_g#L(71h>8H`w8=$cb0$-ZF
zRHfNP%*Blh;nJYINMA=#$b&L77R5C<7w?L+IyrWz=9=3g`#njOds6<Yz<IDGB+6*0
zHou()rQNefbzV6)w!nO5C=#nhDrz9v2#RrFRtX~ZtuXYfr9?x%NEoJH1U?yCwN66t
z-5gP-KE(Dtvxk>jqI4_}_XM_K_!LEX+2s_2kK1|nWTl3x1ycr;QbTAH10spQ+#vuv
zcs)~Wb5<w=*){x`0Si;`qKa-FeDrl_>RN%B3Qfzu?};^mX=i?Kb8I?qia78PB?O{h
z(8g@o?0&aRPbQ>*d&Vx)s#s9Jv7<-AYL6V=Ga|<D<EaNqVBY{W_vLTVZb6q8k+$*|
z4nu|n6i7ivw{J4GwHVh8$bRQqy4gU=j+2>}wbS0GOnMtff5hqfAvPmmz3qFAVbt-u
z-7X&M6je2O>b=Qp7u4XEJWt`LC?TIRAUPr3t!__VkWS_PRADw5x+wdlDvN|et5?{a
zQZ0A;gTp;&Z{kl(l0{GiP}0E|%!IK{@3n<odr6?0^A`ig^t=J)A^+9xACcM+^ZbA7
dPhWo4yOv$!TlMsr1cdCwu`@?=j{N=Le*j3YUZMa1

literal 0
HcmV?d00001

diff --git a/docs/_sources/annotations.rst.txt b/docs/_sources/annotations.rst.txt
new file mode 100644
index 0000000..9ec4a31
--- /dev/null
+++ b/docs/_sources/annotations.rst.txt
@@ -0,0 +1,53 @@
+Draw Annotations
+================
+
+draw annotations like stimulation points, samplings point or synapses.
+
+- :download:`simple.swc<../tests/simple.swc>`
+
+
+Draw marks
+----------
+.. code-block:: python
+
+    import swc2vtk
+    vtkgen = swc2vtk.VtkGenerator()
+    vtkgen.add_swc('simple.swc')
+    vtkgen.add_mark((1.0, 1.0, 1.0), size=0.5)
+    vtkgen.write_vtk('simple.vtk')
+    vtkgen.write_annotation_vtk('simple_mark.vtk')
+
+
+.. image:: _static/simple_annotation1.png
+
+Draw SWC compartment marks
+--------------------------
+.. code-block:: python
+
+    import swc2vtk
+    vtkgen = swc2vtk.VtkGenerator()
+    vtkgen.add_swc('simple.swc')
+    vtkgen.add_swc_mark(0, 2, size=0.5)
+    vtkgen.write_vtk('simple.vtk')
+    vtkgen.write_annotation_vtk('simple_swc_mark.vtk')
+
+
+.. image:: _static/simple_annotation2.png
+
+
+Draw Synapses
+-------------
+
+.. code-block:: python
+
+    import swc2vtk
+    vtkgen = swc2vtk.VtkGenerator()
+    vtkgen.add_swc('simple.swc')
+    vtkgen.add_swc('simple.swc', shift_y=30)
+    vtkgen.add_swc_connection(0, 2, 1, 1, size=0.5, data=2)
+    vtkgen.write_vtk('simple.vtk')
+    vtkgen.write_annotation_vtk('simple_connection.vtk')
+
+
+.. image:: _static/simple_annotation3.png
+
diff --git a/docs/_sources/drawmode.rst.txt b/docs/_sources/drawmode.rst.txt
index 163c09f..377fffa 100644
--- a/docs/_sources/drawmode.rst.txt
+++ b/docs/_sources/drawmode.rst.txt
@@ -11,12 +11,12 @@ Sample Program
 .. code-block:: python
 
     import os
-    from swc2vtk.vtkgenerator import VtkGenerator
+    import swc2vtk
 
     filename = 'simple'
     outputpos = ''
 
-    vtkgen = VtkGenerator()
+    vtkgen = swc2vtk.VtkGenerator()
     vtkgen.add_swc(os.path.join('swc', filename + '.swc'))
 
     for i in range(4):
@@ -24,7 +24,6 @@ Sample Program
         vtkgen.write_vtk(os.path.join(outputpos, filename + '_draw'+str(i)+'.vtk'))
 
 
-
 ``draw_mode = 0``
 -----------------
 
diff --git a/docs/_sources/index.rst.txt b/docs/_sources/index.rst.txt
index c305d39..331e989 100644
--- a/docs/_sources/index.rst.txt
+++ b/docs/_sources/index.rst.txt
@@ -13,6 +13,7 @@ Welcome to swc2vtk's documentation!
    examples
    drawmode
    volume
+   annotations
    gallery
    apis/modules
 
diff --git a/docs/_sources/readme.rst.txt b/docs/_sources/readme.rst.txt
index 268ddf2..b836b26 100644
--- a/docs/_sources/readme.rst.txt
+++ b/docs/_sources/readme.rst.txt
@@ -27,5 +27,8 @@ Quick example
 .. image:: _static/simple.0003.png
 
 
-Citation
+Reference
 ---------
+
+Citation
+--------
diff --git a/docs/_sources/volume.rst.txt b/docs/_sources/volume.rst.txt
index d588be7..d5b511c 100644
--- a/docs/_sources/volume.rst.txt
+++ b/docs/_sources/volume.rst.txt
@@ -15,7 +15,7 @@ Sample Code
 .. code-block:: python
 
     import swc2vtk
-    vtkgen = VtkGenerator()
+    vtkgen = swc2vtk.VtkGenerator()
     vtkgen.add_swc('simple.swc'))
     vtkgen.write_volume_vtk('simple.vtk', origin=(-10.0, -10.0, -10.0), ratio=(1, 1, 1), div=(20, 20, 20))
 
diff --git a/docs/_static/annotation1.png b/docs/_static/annotation1.png
new file mode 100644
index 0000000000000000000000000000000000000000..2a20c669efef2cab5a28fadc685109cfccb34197
GIT binary patch
literal 7096
zcmeHLYdDna`hT%R3E8c3+JmUnk`$>JW5!MgDLD^0RY+J4g&9oakU|Sll91Du(~wCT
z#$il_h(a=CW{e~`&P+}-$zk^Uj#hhrSpRE(`hVEh)m&WHJoj@Se)sRb-}`-@xoK%}
zTzZ4j1^@u0%}$tF1Ay2#^e-t2N?traQUw6Yk!GeQwxM+Ppi`pr0{+>|&~yu~Qo6db
z66WuxCbC)d`a?5Y%RAOef3u^UNXsPXthcta^LuE#-71aXt+61ouw(Lw`PtnkReS8C
z&gvf^m|DsmkUl3_bEPs#Zd1J9sXi>RABV&%a6>Vei@ev<)2|J@j8$g>KffLroDsb5
zzzUXfgVaGdKR-Vi_{qTkCIfltCu4zKcczfDw0H$YhQR?N*SX%_0c^XnM2<jNOgt)3
zVmzWe($nL2^g>P=O-0V^i9?ka=G)h@uB-0=Q8lJWUG{VmfnrtPfd#I^Q8lTQFw&s_
zetZfSki<qUoa8;vf7{Oc602Pn5qjq}8u=hM>#lIi;@h(~kxFt|)z1CnQ3qd8UM{{m
zB6oYc)GREjTyftosQm;)p|y9(t19=bio|$p?=MAXmPz|1P-L;-M*6!`HN{r`{P=DT
z6h#J&^YX?5x@}6>JV_dBG8i|P#_=3o;K<FizZ(iv2gVKbI4DjTo|1u;P?LI17R#vM
z#VatbE)XP=6a51wQZ*BTyk)X-!fT%Rv0%WkjOA3Oa-%JaJpV+t*dQYN1wwu28LAaa
zK}n^b1I(us>Y^}Zh(h}^3SutE<`9z?;w1rDX^jTMAwd4VA$1f)Vf66b<NkH?^vSrL
zgCd(aK*xQ5NX^3*Tf}hk>=6cX`!>PjH0W&s!aGORqRUHi`~y@tL3+hnjDit3W9f?2
z+*p~azk)Z0OKU&6O-sfol4!FIbx2xKRL!@jn58@v9Fk5QpMG7sv&&zBGCloDOv4@i
z00xA&B*IhH!-=a`7n=Oi1=j7d)4hpHgw7lz%c`+QD?^t*0^>@)%;?u<ZfpQ7BLD&e
zK<sL6K3mCSEjpY<u`wA?mZF_i!#cMK0O1cFJbd7y@Ed^AtQFauB3AWIntSWOzI{Es
zVi$)?p}YB?4_S+YM)Snl485|8;rs~O608PoVs7(jl2wi64a~|HmX55nD_Jn2pYFzc
zdHZI)V3{i|^>Dbe6vg#pgy9yN9>I+>SKS%Zpvf1D_Q+53GwEo~RerIoK}?G7KzcZy
z@p(pyss%^t$;<WQC$e5j*n1|yQA@V)hx6RXg}BsrRp4L0bECF;r^TBG*_k)vD{l|;
zElwNH)VS%Jf|*9K(6}&nezm#9DGNJZZg!?Y=-2nt%h$Gv4$E}!59xmeXxrh!3VJw8
z5eF|{xnijP6fTJc)SPIp-h2uX_FF(YV<kCaL@!qAIvhyJ_eqYAi94g9dMT~LL=>Qu
z^7L%<(i4+Sn`;D9r4p(P-|jr9`?%Sm+?$henwmKsEgcv$MF(>dn!d6s2zwrHqI8iN
z{rCHZ*oSXzq!NPI_|BHaiJe`y0vcaDZVE@^OpTVA(couE72iXS4wRVnI2ZUk&6>DB
zDB^+#jN@(?!V6qz3i28v{2riC+naIC!meIUY*^-#{y<d#=JV4zaacL#9Xo|5NQ(v9
zuDKsyt^YR6d|jGI{V>8c=9EYKNPu<TMw{{gXfiKg<JiFm!2zqCy>=P?5|BX6=~PV&
zq+?k|G2>^<Z63UOyNF>ziV2heY~hw}uQmaWRV#R`U3J{?>R!af^L`1v8fHG2#9MBS
zvn6R$9*}vQ>tz^Lt>9!~bo~8XgpJbs?i)IX5DRnR#Pg4TTabV7t0lX;L!hT5suqKB
zo*D2QA{a6_T1AYhv(Dw&y-3U_tKxOG@cBRVIjF6t{~qDt=&jR<Srjk9ShB&IK4EbP
zFk7%rQ9K3(Z3{2Kw26YvU0&wOWkt7e%CrNC8UAQ?9(|hz`1CuX5!^<W)J37*9<VsZ
zcgF_h<;OJsY3p-kH{&5&r;>aa%~DWMumw#_$YM{qPX@8B%d50~Lkw^JNz(D=n+3_r
zKElw3_qft@3MnvsTBthz+t9meTp@i2hyi?NrgFGibo|1P-Diaiq>5ajbwPrs%ZbH@
zR}9)bhUaI-5|xG8lrxLg-fHS*cRtNmdTo>x%A$NEz&?X~D~ke_YywQU5&@sq@7rjI
z0I+gklcK)Y1Qf)_e_fUrjLKIG=Cq<$+0+Kcgbf><=DQ+@=;|OPPGR)($vFN>i;G1W
z6aXcHqnsPw`_T>#+HO#oYLVfeP*>+H#a=~2R&9|)d1I!=M|xRY<7`XU*N!|oh#+Oe
zm75w!WNELNUD-OdqR83cN)iKm#*1Rya6ZU$DMq!902J)k4>Q7(wL&43QPaHekaD!v
zF)}(U+W?7#r|o1OZ4iRsx>Kx5`A5j<hbkfk<MX{4_DJXFWe|_$IAU?)!i6|o;UF<m
zaA~2_Uc+^5C%C+yv1_4G8Y@Q>VybeG=lEf-=E{REhh_5m>(P@hC>nA@apFX%l;aEj
zt>Kkr_@rUhu~z<(W}){Bl(NFT%zpik31`1R1f!_@@G}=&$k_am1lu(Uk{8}(?m|uw
zrhqCR)9AZ_BN`fG*Swa0?1ML^wWd>+=-C50A;T<2{175S-A%(_w!Mh}`_`JW4LCbn
z38!YgL+2E@7H1u6)rsZa^NU#wpK$`)I#uKdaDe{|k&F9~)3w4m&R5vbmT7Zn<sOtn
zU_M>rLjMkB!KYiw)VZbHH(b?E_<n!v!QBU;$J3In+#!p6>>gCXfNdx>ny8@Xt2&Ix
zJS6Z=*0;XBwk#q`T}+MN{?A`;n>P0xThv}kLu{e7nvRU52i!er9;a!SOL!&ma(1Qi
zFyG!HuEy2}GZVAjF)==9Ga|>Rj=dTC>xj<W^Cr!`)TNyGuZyw*Gt!ahTEfPZYP!b9
zg_~7!m$~MPPTWS%vCpG;=N0L|FtXd>-)ciq?40dK$vT3K9dydKslJtg4<DNb(d=D;
zWG*wOcIX@DeW-DA0i`PVV`@#r<BMbS^QTOg+qo;10hcTl?zIDt>~J|_yC*vf`kS$)
zclJb9H)wh@M`>_#^SB)yn~fa93B7r5Q%Ae(k=N}A2z6d#=;Mom@$nO;Mi>D;R`NQ$
zn@U?<$l{N2x<V!?dJ~3+9k<SqRG%2lIHi`)&CJ8uLh{0LeFJ`N*79mczYKq}JTMto
z7;ZB{li05HnVwoVbv{!?_RZa51_?gDo*E}kFXbU|zZ+vCpPgn@A8Y2h;H(?ONIPe2
zDo!SE@%8p;94K1;Ltgeh-p-YHA%m#TS#o{v#8OahA5h}M+@*3GNIZmQUp+WEZI{H8
z8+cXmq4RAVqgY%LyWanl9CLRn<&~3FmZ}?H^LqTQ_56js3rdR{AXD?gib1e_2^14>
z`owgxyGB%bnX)Susb1;WtMV`KEl%#~$Y8sSz0KhRHp#2LDy@rB)Rinc*v)x#DF^n1
zR7B|rzgLP=QUl;=&1WWEc0L()Ua}@<U3Mc{cLkLDVmEQ3e7FTZ0i+M<hN~~PY;(nK
z!zmA|gcP%G;JnN!Cn(<$PziWxIX6AU+|{IFeet1X%%d=u&#dggGmeu-*&%DJ;?J_#
zTb8X`hwl4l;NGYVH{L3A{p!%q0jCR%#icdgyXH3e6_KPlGG#$IUQkoV3nSN@oy5PN
zS_5o{^HPsE+IpNq(|vm><Fsll4p+(Q`VPQ_ge40hrbWAQH|WXT{xttb%IOyrXEtq^
zg(*$=4uL>X7N_>k;FM}`=bKj8F<t&jPQ9RiD9tYK=6=>I(m8WaR_H=&%n{{whTrvi
z*EM_<^eVeAX}7w($<$iz&0}XsN}LNW_25vmt@r6Nc^<$#?C|)!nIb3rhtQ^(??j#g
z<4R(|35`e>ACev3+eZRtsR^l!$CSSs-Lx{QDHw1Q`>sM!lXGhWUkYnzbk07P-^1i1
z=JKk_2f?{o!V}$kmDS`@>Wc-By98LbkT#i1*fnmWFyO#0!O%bfl#9euXl6qz6gkER
z9M>3dW|Ux15Ms-Juh!}-R0ctT+fWn2^9D)aTN6bRgOGqj9XjhkD;H>+RzVk80}QN{
z<@@RfqC8<sg80B!1Wo4qO6d77Orh@i4}8F%$v~u=ki@<x1LeAgPx+7oEoxhozoCJC
z89n*}?!%J6k@bG*0=tGt(NQTM&@(jDHPBy);YM_Tr=qxxi*Y(kMLDmcF(@momoJYc
zDLmYNNixs3;(gtOJDQsqpRw3-JKuyR^XvOE3D^3G*eQ*V-EZB|9J<v?Z+<~5ks0C`
zw!~b_h*wZiF~m$Vrvg@b$tIgGGV>Ge96o%xt|9DVxCKe9rFyafR|^imY>myit6$$7
z+nA|0BI7bka;i|y$fkNWSzhsZvOLsTyZA`2YE)p6bgKlD7n=FHp33VR*24PfKu5Yp
z{*4tP^?Wmme1tpL=*wWkYwWp-iVa`2h@jQ+A^7Dt-Om_v2?W@#tM$2XBup;umWrG6
zDfN#N^885dkczH-_k%*+6zyCkn64!1xh*ln02@)~%$A#Z$vD2s*CZ;aZsMeDbE_Y%
zvr8VR@=T2u{bP`0cBdiu!<&<&^g}AEZ>t1fDNE9FlGwICGDCDvFAuU+4?3f)7zlM&
z!!Mt0x~NKWqXT>i)o;<yqYo@wtMs{KPGF)UEdA%*1f+WPk6&<`<!0L4la;rgDD{xc
zgAX@ed5ND3WS{9=I&<2-n!4QF5eptu9^0<dZPo=(C*&gm2QtAc&?b)MFRXuV0B;-P
ze+w`d2k(uaj+sw+5YlV2f+fHebPqX43enXfimwOnCiz}{p$Nq?Pw0v=bxAwGJVamU
zZ1uiSyIhCwA_`i0q<7Sa0WV<R{_#c^yQU4Z&+xCYSO*5|#-6GZ1G^Le73WiBDpD`6
z`Pl2I4cUwX=;&X-txe~_TN(J~Fv+gl^w5(7L<PplR0$nCJ8ItnE+y!;h(S(lDYVmQ
zgUzTn!$MahXsP~0sEER^DW2`VQHH9^ghL6W_7GDCjEtW0bi9QA0Z6!usl5fXP0^bQ
zM`Rr9U_QDh0w!4g0=z=1F{7WZ;qAFHv;!h;Ye-~vVp%Pe!t5I#MbHifW8H%&Y|GuV
zC-BgO446gRh7P6(I5E5(HN}KG)6SATLgi=TMGT?$ibY*)DhCQ+$lNCkZ_xJ&{6!Hq
zz7eDh4CLlyFvuzk(XIFldE6x`R2JS29n-QybRi1rJm$W1D<PW*e`3bB+Np^|?NQME
zrJE_B9H_i9_Vrn<9rB9?HQZC#jWZB8WES+k(Su$JK?r^(m8?Rjk7Nea0a1PHC4uk!
zfu&iyfdU{5F(?jHD~Kr(p#VhlZ-G!160C9mf7yaZ;{Rd`dH)gjhqJX7{0mzMnGgu1
z`q#GqJ&8YUqhu5z#ys}eRv&6PchK!qhC^_Xum(8YjOEduqRe<?>eH?5>37!|GMFcY
zjTuJEN4n{%0H}`g%W<OLl3P;OiTt1mOvEo#H{*aL)Q-zxh6eq-R*N0J6t&kN`MaS!
zKV@NyME`@@^V$u_Ex@=o*5by~gSIPqaODI<B%(ESF%2Gh_d!Szke9;5!Onik=-EM&
zZ8i5>?ezIwnmV0%;&Y~v7E>gzWKUZ3R->E;uVy=Jpq~+<4f`UF^6d4Y%NDdu&@~1-
zQxcnJQIC!6q3nGpl-dP98dQFiY9(BJ+jAev;1hAMe&2+DoiNLy7T3rSnhdbgBz^zf
zBV$r9x@Z<zoV1(Mes^`<sn$D-@ec7Gqc%u;p$F1aoY$jr%qys29ef+HJk>NGXpEGj
z>#>u$_NPha80dK!o5Lpw>TIE>Yugmt)rEZr28thZj44k;iwb>^@(DWI#}ZY*?R+nP
yEkEa4y_=Sk|C_(+{Y3qffu9Wge=?A=TOgZ1ddH#GW8D)dj@eNQ(~5tbyY?^kl(Crr

literal 0
HcmV?d00001

diff --git a/docs/_static/simple_annotation1.png b/docs/_static/simple_annotation1.png
new file mode 100644
index 0000000000000000000000000000000000000000..2a20c669efef2cab5a28fadc685109cfccb34197
GIT binary patch
literal 7096
zcmeHLYdDna`hT%R3E8c3+JmUnk`$>JW5!MgDLD^0RY+J4g&9oakU|Sll91Du(~wCT
z#$il_h(a=CW{e~`&P+}-$zk^Uj#hhrSpRE(`hVEh)m&WHJoj@Se)sRb-}`-@xoK%}
zTzZ4j1^@u0%}$tF1Ay2#^e-t2N?traQUw6Yk!GeQwxM+Ppi`pr0{+>|&~yu~Qo6db
z66WuxCbC)d`a?5Y%RAOef3u^UNXsPXthcta^LuE#-71aXt+61ouw(Lw`PtnkReS8C
z&gvf^m|DsmkUl3_bEPs#Zd1J9sXi>RABV&%a6>Vei@ev<)2|J@j8$g>KffLroDsb5
zzzUXfgVaGdKR-Vi_{qTkCIfltCu4zKcczfDw0H$YhQR?N*SX%_0c^XnM2<jNOgt)3
zVmzWe($nL2^g>P=O-0V^i9?ka=G)h@uB-0=Q8lJWUG{VmfnrtPfd#I^Q8lTQFw&s_
zetZfSki<qUoa8;vf7{Oc602Pn5qjq}8u=hM>#lIi;@h(~kxFt|)z1CnQ3qd8UM{{m
zB6oYc)GREjTyftosQm;)p|y9(t19=bio|$p?=MAXmPz|1P-L;-M*6!`HN{r`{P=DT
z6h#J&^YX?5x@}6>JV_dBG8i|P#_=3o;K<FizZ(iv2gVKbI4DjTo|1u;P?LI17R#vM
z#VatbE)XP=6a51wQZ*BTyk)X-!fT%Rv0%WkjOA3Oa-%JaJpV+t*dQYN1wwu28LAaa
zK}n^b1I(us>Y^}Zh(h}^3SutE<`9z?;w1rDX^jTMAwd4VA$1f)Vf66b<NkH?^vSrL
zgCd(aK*xQ5NX^3*Tf}hk>=6cX`!>PjH0W&s!aGORqRUHi`~y@tL3+hnjDit3W9f?2
z+*p~azk)Z0OKU&6O-sfol4!FIbx2xKRL!@jn58@v9Fk5QpMG7sv&&zBGCloDOv4@i
z00xA&B*IhH!-=a`7n=Oi1=j7d)4hpHgw7lz%c`+QD?^t*0^>@)%;?u<ZfpQ7BLD&e
zK<sL6K3mCSEjpY<u`wA?mZF_i!#cMK0O1cFJbd7y@Ed^AtQFauB3AWIntSWOzI{Es
zVi$)?p}YB?4_S+YM)Snl485|8;rs~O608PoVs7(jl2wi64a~|HmX55nD_Jn2pYFzc
zdHZI)V3{i|^>Dbe6vg#pgy9yN9>I+>SKS%Zpvf1D_Q+53GwEo~RerIoK}?G7KzcZy
z@p(pyss%^t$;<WQC$e5j*n1|yQA@V)hx6RXg}BsrRp4L0bECF;r^TBG*_k)vD{l|;
zElwNH)VS%Jf|*9K(6}&nezm#9DGNJZZg!?Y=-2nt%h$Gv4$E}!59xmeXxrh!3VJw8
z5eF|{xnijP6fTJc)SPIp-h2uX_FF(YV<kCaL@!qAIvhyJ_eqYAi94g9dMT~LL=>Qu
z^7L%<(i4+Sn`;D9r4p(P-|jr9`?%Sm+?$henwmKsEgcv$MF(>dn!d6s2zwrHqI8iN
z{rCHZ*oSXzq!NPI_|BHaiJe`y0vcaDZVE@^OpTVA(couE72iXS4wRVnI2ZUk&6>DB
zDB^+#jN@(?!V6qz3i28v{2riC+naIC!meIUY*^-#{y<d#=JV4zaacL#9Xo|5NQ(v9
zuDKsyt^YR6d|jGI{V>8c=9EYKNPu<TMw{{gXfiKg<JiFm!2zqCy>=P?5|BX6=~PV&
zq+?k|G2>^<Z63UOyNF>ziV2heY~hw}uQmaWRV#R`U3J{?>R!af^L`1v8fHG2#9MBS
zvn6R$9*}vQ>tz^Lt>9!~bo~8XgpJbs?i)IX5DRnR#Pg4TTabV7t0lX;L!hT5suqKB
zo*D2QA{a6_T1AYhv(Dw&y-3U_tKxOG@cBRVIjF6t{~qDt=&jR<Srjk9ShB&IK4EbP
zFk7%rQ9K3(Z3{2Kw26YvU0&wOWkt7e%CrNC8UAQ?9(|hz`1CuX5!^<W)J37*9<VsZ
zcgF_h<;OJsY3p-kH{&5&r;>aa%~DWMumw#_$YM{qPX@8B%d50~Lkw^JNz(D=n+3_r
zKElw3_qft@3MnvsTBthz+t9meTp@i2hyi?NrgFGibo|1P-Diaiq>5ajbwPrs%ZbH@
zR}9)bhUaI-5|xG8lrxLg-fHS*cRtNmdTo>x%A$NEz&?X~D~ke_YywQU5&@sq@7rjI
z0I+gklcK)Y1Qf)_e_fUrjLKIG=Cq<$+0+Kcgbf><=DQ+@=;|OPPGR)($vFN>i;G1W
z6aXcHqnsPw`_T>#+HO#oYLVfeP*>+H#a=~2R&9|)d1I!=M|xRY<7`XU*N!|oh#+Oe
zm75w!WNELNUD-OdqR83cN)iKm#*1Rya6ZU$DMq!902J)k4>Q7(wL&43QPaHekaD!v
zF)}(U+W?7#r|o1OZ4iRsx>Kx5`A5j<hbkfk<MX{4_DJXFWe|_$IAU?)!i6|o;UF<m
zaA~2_Uc+^5C%C+yv1_4G8Y@Q>VybeG=lEf-=E{REhh_5m>(P@hC>nA@apFX%l;aEj
zt>Kkr_@rUhu~z<(W}){Bl(NFT%zpik31`1R1f!_@@G}=&$k_am1lu(Uk{8}(?m|uw
zrhqCR)9AZ_BN`fG*Swa0?1ML^wWd>+=-C50A;T<2{175S-A%(_w!Mh}`_`JW4LCbn
z38!YgL+2E@7H1u6)rsZa^NU#wpK$`)I#uKdaDe{|k&F9~)3w4m&R5vbmT7Zn<sOtn
zU_M>rLjMkB!KYiw)VZbHH(b?E_<n!v!QBU;$J3In+#!p6>>gCXfNdx>ny8@Xt2&Ix
zJS6Z=*0;XBwk#q`T}+MN{?A`;n>P0xThv}kLu{e7nvRU52i!er9;a!SOL!&ma(1Qi
zFyG!HuEy2}GZVAjF)==9Ga|>Rj=dTC>xj<W^Cr!`)TNyGuZyw*Gt!ahTEfPZYP!b9
zg_~7!m$~MPPTWS%vCpG;=N0L|FtXd>-)ciq?40dK$vT3K9dydKslJtg4<DNb(d=D;
zWG*wOcIX@DeW-DA0i`PVV`@#r<BMbS^QTOg+qo;10hcTl?zIDt>~J|_yC*vf`kS$)
zclJb9H)wh@M`>_#^SB)yn~fa93B7r5Q%Ae(k=N}A2z6d#=;Mom@$nO;Mi>D;R`NQ$
zn@U?<$l{N2x<V!?dJ~3+9k<SqRG%2lIHi`)&CJ8uLh{0LeFJ`N*79mczYKq}JTMto
z7;ZB{li05HnVwoVbv{!?_RZa51_?gDo*E}kFXbU|zZ+vCpPgn@A8Y2h;H(?ONIPe2
zDo!SE@%8p;94K1;Ltgeh-p-YHA%m#TS#o{v#8OahA5h}M+@*3GNIZmQUp+WEZI{H8
z8+cXmq4RAVqgY%LyWanl9CLRn<&~3FmZ}?H^LqTQ_56js3rdR{AXD?gib1e_2^14>
z`owgxyGB%bnX)Susb1;WtMV`KEl%#~$Y8sSz0KhRHp#2LDy@rB)Rinc*v)x#DF^n1
zR7B|rzgLP=QUl;=&1WWEc0L()Ua}@<U3Mc{cLkLDVmEQ3e7FTZ0i+M<hN~~PY;(nK
z!zmA|gcP%G;JnN!Cn(<$PziWxIX6AU+|{IFeet1X%%d=u&#dggGmeu-*&%DJ;?J_#
zTb8X`hwl4l;NGYVH{L3A{p!%q0jCR%#icdgyXH3e6_KPlGG#$IUQkoV3nSN@oy5PN
zS_5o{^HPsE+IpNq(|vm><Fsll4p+(Q`VPQ_ge40hrbWAQH|WXT{xttb%IOyrXEtq^
zg(*$=4uL>X7N_>k;FM}`=bKj8F<t&jPQ9RiD9tYK=6=>I(m8WaR_H=&%n{{whTrvi
z*EM_<^eVeAX}7w($<$iz&0}XsN}LNW_25vmt@r6Nc^<$#?C|)!nIb3rhtQ^(??j#g
z<4R(|35`e>ACev3+eZRtsR^l!$CSSs-Lx{QDHw1Q`>sM!lXGhWUkYnzbk07P-^1i1
z=JKk_2f?{o!V}$kmDS`@>Wc-By98LbkT#i1*fnmWFyO#0!O%bfl#9euXl6qz6gkER
z9M>3dW|Ux15Ms-Juh!}-R0ctT+fWn2^9D)aTN6bRgOGqj9XjhkD;H>+RzVk80}QN{
z<@@RfqC8<sg80B!1Wo4qO6d77Orh@i4}8F%$v~u=ki@<x1LeAgPx+7oEoxhozoCJC
z89n*}?!%J6k@bG*0=tGt(NQTM&@(jDHPBy);YM_Tr=qxxi*Y(kMLDmcF(@momoJYc
zDLmYNNixs3;(gtOJDQsqpRw3-JKuyR^XvOE3D^3G*eQ*V-EZB|9J<v?Z+<~5ks0C`
zw!~b_h*wZiF~m$Vrvg@b$tIgGGV>Ge96o%xt|9DVxCKe9rFyafR|^imY>myit6$$7
z+nA|0BI7bka;i|y$fkNWSzhsZvOLsTyZA`2YE)p6bgKlD7n=FHp33VR*24PfKu5Yp
z{*4tP^?Wmme1tpL=*wWkYwWp-iVa`2h@jQ+A^7Dt-Om_v2?W@#tM$2XBup;umWrG6
zDfN#N^885dkczH-_k%*+6zyCkn64!1xh*ln02@)~%$A#Z$vD2s*CZ;aZsMeDbE_Y%
zvr8VR@=T2u{bP`0cBdiu!<&<&^g}AEZ>t1fDNE9FlGwICGDCDvFAuU+4?3f)7zlM&
z!!Mt0x~NKWqXT>i)o;<yqYo@wtMs{KPGF)UEdA%*1f+WPk6&<`<!0L4la;rgDD{xc
zgAX@ed5ND3WS{9=I&<2-n!4QF5eptu9^0<dZPo=(C*&gm2QtAc&?b)MFRXuV0B;-P
ze+w`d2k(uaj+sw+5YlV2f+fHebPqX43enXfimwOnCiz}{p$Nq?Pw0v=bxAwGJVamU
zZ1uiSyIhCwA_`i0q<7Sa0WV<R{_#c^yQU4Z&+xCYSO*5|#-6GZ1G^Le73WiBDpD`6
z`Pl2I4cUwX=;&X-txe~_TN(J~Fv+gl^w5(7L<PplR0$nCJ8ItnE+y!;h(S(lDYVmQ
zgUzTn!$MahXsP~0sEER^DW2`VQHH9^ghL6W_7GDCjEtW0bi9QA0Z6!usl5fXP0^bQ
zM`Rr9U_QDh0w!4g0=z=1F{7WZ;qAFHv;!h;Ye-~vVp%Pe!t5I#MbHifW8H%&Y|GuV
zC-BgO446gRh7P6(I5E5(HN}KG)6SATLgi=TMGT?$ibY*)DhCQ+$lNCkZ_xJ&{6!Hq
zz7eDh4CLlyFvuzk(XIFldE6x`R2JS29n-QybRi1rJm$W1D<PW*e`3bB+Np^|?NQME
zrJE_B9H_i9_Vrn<9rB9?HQZC#jWZB8WES+k(Su$JK?r^(m8?Rjk7Nea0a1PHC4uk!
zfu&iyfdU{5F(?jHD~Kr(p#VhlZ-G!160C9mf7yaZ;{Rd`dH)gjhqJX7{0mzMnGgu1
z`q#GqJ&8YUqhu5z#ys}eRv&6PchK!qhC^_Xum(8YjOEduqRe<?>eH?5>37!|GMFcY
zjTuJEN4n{%0H}`g%W<OLl3P;OiTt1mOvEo#H{*aL)Q-zxh6eq-R*N0J6t&kN`MaS!
zKV@NyME`@@^V$u_Ex@=o*5by~gSIPqaODI<B%(ESF%2Gh_d!Szke9;5!Onik=-EM&
zZ8i5>?ezIwnmV0%;&Y~v7E>gzWKUZ3R->E;uVy=Jpq~+<4f`UF^6d4Y%NDdu&@~1-
zQxcnJQIC!6q3nGpl-dP98dQFiY9(BJ+jAev;1hAMe&2+DoiNLy7T3rSnhdbgBz^zf
zBV$r9x@Z<zoV1(Mes^`<sn$D-@ec7Gqc%u;p$F1aoY$jr%qys29ef+HJk>NGXpEGj
z>#>u$_NPha80dK!o5Lpw>TIE>Yugmt)rEZr28thZj44k;iwb>^@(DWI#}ZY*?R+nP
yEkEa4y_=Sk|C_(+{Y3qffu9Wge=?A=TOgZ1ddH#GW8D)dj@eNQ(~5tbyY?^kl(Crr

literal 0
HcmV?d00001

diff --git a/docs/_static/simple_annotation2.png b/docs/_static/simple_annotation2.png
new file mode 100644
index 0000000000000000000000000000000000000000..9fa4e8e9ae4e21eb37d680a1bffb244bd61676e5
GIT binary patch
literal 9508
zcmeHNdpMM9yMJYsN~^M3B?&Dm9Vv<;bdptMDugtn9FoBd$qdGz7105ea!5{#ayF64
zFoqQ(6ct0p92!CnGn3<BnAy)es_*-*y}oPjKlWey`dpXGyzg^A_x-zn_u)B=o2M+z
zeqOq6DFi`3AOHR683>a70{<>v0Nzx;Jn|fZHbBRZ9<ugl@K_#qp7;^}8sT&%cP1yZ
z?0>~yv$=?@fNuF?x2~+XKqI3w&Tc*KvG>KvT=z#GpYC?gAmwYHYgMef+_Nc)zMzia
zbT87$)b1w*g^TzlTb3@?ieGpM`#e5NJ6g5*@z~>jW=j9#{($EG*d_aY``&aWN`{+*
z`s*dLh@SwK|NQ)if&Z5b?7DSh69ipws+=GRk{r4c)7(-58(-F#iTSG>C4J3FJMMYQ
zK^JD|Z1G@c%g1){AQ)5cwhx*9O@0$o2HIj;Y*srNYw3xyJ9nP*o<C|tUuO<M2h%IZ
zUsj=vOFje*WKTx=&;G@2@BMkGU!(gPv1!doiY&Bi0F4dtbN9LE?vvi5$K#3f<kX@f
z)n@BW?8=wFXoR3$>1YnFyRW@>mHti~)8E}^E`^}xi9+d@>ZvzNL?O>_?A*+UAd7N_
zMmM)tR;9EmSZGwxwB0Pm{vdZb^w)zt8kL0=(b<vyF4K2$ia_>3Hp79(-W`a=;=>Ff
zsFgGsm+Y0~QbN%7*eL@+R{4`gLgV!cL;d{>67v~GOI<JDk>b;$osW*Sa)qFTD`b5y
z3}N%rNXn>LX-K!Stpk0H13VB+Hmh~^$|`f5p{Y5X0oD%=<O1tzFItJ@{V*L$ximVT
zQ^D2CW4x_ZfkKO|2}jS5WFX(l$A{pvdRGH***GvS6s?xQPykQXX^f~YtNryr_7@w`
z6I-N5csPKZiv-lAF>I(HC<n>%cnCVht5$&^dLiS#4{Lz<{Ohoa)C5dLHjb|KzZqT(
zOjyrb%bN%IFSGyquo(dOL%DR=5CA+#{x%yPPWy&cir@NghG7D7k^dNmzG405{g2^L
zoMYMSbA@{w8ywgpm^_&@K;2&tkdxDrJCSalCcLm!Gqb<%!wrArv+yOT)#FeuAmG>D
z8IQu>X_Z*AehsZ7iBA)VJ1V${o!X&j0M2xiD3s1FWhG6kDlAn!NY-FpdmKy5Mhler
zqbkzJ)3Yu8#sM?YyZ{@~GoBVl2KHdBey3U9q)ZL6QZ^eGW_b5Vam*_I5i&JM?i6n^
zJ`GW<jbSGE^jKN44Mx>Uim&VuEfP%{-DiALda*rr?j2V{o7f<~C?wvens^r{z=;Zt
z6nti<c26&d{o3VgEXs-5t8G!ts9z$)k%CzcK?`L-+!gp~jHcCm-H&`yNIxhrr50wl
zV31<+S9^X`WQ=4iZ|6cOmj}rRb*5V;D~ZNdXO1luE;mq>X3eR7bjx-onZQBW@=PPB
z(Pq+6WluWQ&@6c=>xQa{+qhcYr+F~>6FHMQ5d<=Wh9$`h2W}8HDk!K)6sMzM=IHs8
zK{dohUBs^_MZW7|JWu*I*C@i9bb=bQ66l%XvfF{f^k{FnZD)C#mI-xAMF})5W)_F<
z#TCD4?R%uimNeVi9fuj+Vop}u=e=cO#wu0Z#x!|Wvwgb~7O8LIScYrK>j)?8uc0MJ
znvtz8`Nl!pkh~SMeJ@d`QI^}yqL*EHPK+@YXReAfD4d;K?U-Um?N=SLuC9`F(3h&x
zE!`6-M{M%uu5k{mRUidTPxmnCpEdc{Mek3RmS~ll1*P*)S4k}-hg*^T2L#q3QNC9%
zOs5~hGO*q3lP}@w{43IUl)Hjlb*|dGC6CorL#ydxk2Eix2-I!wS|ZG$2Ne&JWx9~H
zQd!W3K66o5sfc~;;RO3L!BgqfKLG4sCMh+;+p-zvg=wf3Ex*PKKCM>jPQ71WW^9+M
ztJv<qJ<YQSziDWF%%+Zak5g+js$8!4en_Lf{HEyFg7wB9E4;7v{`Gp5&{`dM^xlGb
zjj_!p->N({WN3}z8b$T)ch~B#lpS&Qw>C7@^@%{gCNfp&sT8xAbV4N!bu=f5f;jEb
zt*YSmxbodddxbg*IJVWL`@)h?9YVwHmIjPaJ&<KbytH!%rn#ucLDye_#IP|e+vO9n
z^vl{(vod{({z=a-;sI=*ZfJr_KCEuC*60YT#(yC!r~zyaHn^r*gu5(b)#u}4{T6i?
z-%-=-_6oP<!9_@>8)3|HtWqM?%6hyqL2`k2d-XkfCYQ-ZcfB%*9iG~)fqI#T1Gy5B
ztAoL=oBb`<Dfxt1#UJzY_wIg8nG?&Y4il1E@tz@HxMuQmr{d$|<tlo&W_hYeVyp(+
zc63WMCu1xhUK<@;TgnOOV1>-y==gl4B}?!TH7;l3Pg%idB<q7tG4Qr2Ror*p&zY5@
zW3^{AM`wDSmsu1r_GaHI{1&RApu9`HggMtlc%<0ZVZ=e7LT3Cd1rCb)4xA0gaVtkU
z7ixFgfYePerZ3l39g)RV?5=<-<4J7CB7E8{6^?%QYUvBe=9a&*yR`FdLDstAzsbFt
z$rDyIsY4o9gGiCKUtvym?e9+(6?@>>7gR1hjx4=*3^b(lbtwOrX4^-6*w413aD50O
zE%dO4Sl)5A*k)ZjH*%sBmCi`KwKophQvLK~(vAh2N=1c7bXSk?v@2(v$)Zk@l{B?<
zKR+SOSooRvyB%6EjSD(@V4#*9=X6w29Kf8}OK%QKq*x*1X+wV4kOup9na~`#k*zHO
zi)}%_X9pir3KoAoc6(Pb(XGlJfch;09TRD#hYb=eY@zd6mYgD%I`r#NFmmw=8jJD=
zujkq};UZ-3R`JuR=&Vz!k544$(FQsl;*I?pJlJF5+dXE>IHDoib&mgBb+?OgZf|dI
zI!03B<=`>eOBuQmxlvtxotNUH`;q&CKlh7Y_Wk+(@-mT@VRKN9U&e;q<m##c`vrqY
z-cI~5adwr^@qBvA7t^eessOH-b6~v!DTHUbpFQn@Yg(qvmo1+mbR4bKwncF=9vWWR
zAJDCg)KGV)F@n?QL>G%^3|)$6EDf|adWD=F)Td_-S>BJVdtp^NrEgf^jkw>#Bc)Wh
z9+vb^zp4s3w7<i<{-$WobX{vKX6_N%O~-<ncoUG}hDF{I<&7WTOGs`5j|9OCcknVM
zzq$9?FIs=T$7vR9!B#!(sZ$Zqe-|xG>nYrz-u-llw6#UfiosFO_26`3jR%G!BacKZ
zH=d-K!+CX#G#N>87WBl-_Gzx3sdy0}{?mA!`!%-FSB&}KM#dScZ8DxS{mGp@hhmZR
z7Kv#KHjg;elJrzdHaHuU6-_ehg$G7hqKYv?%(J;yRjjm$#@mwiE4!Dkuyj3}You=M
z-OM|i&%b{f+djoIuS?!D!#aMSW4743p*czDQsH;;B5|x5uRTX0AEsn5M7D<H_T60=
zTIMBueR$nqCT2W(qK&0f5PvL2h#t2LNgK7q9LQ%W@K60tRxU?a9E!0xnK#%L5ixn<
z^YAr1$H)JJ;gGKQU7Oj<1%4So?ydvbmLUlq+U6*HlfYm57@rxGF%(ocnFIb@V#ORh
zNwY8UdUjLQt+{qEpu&iMO0B?$iZi1e`HhbGf+C?}=+{(bJ+0g`X=KCN*x-=!<5SnO
zE&aSkj@+Gf2RpvcR=l>?gSw2=wW-3uH<#<VyHvV716Ar%d@Kkb$f=e0^v)xUkg6vx
z=4rUrO}`?IJj1zFua|4saaJVPTsD_lNhldk<qeoucB`C=pa@?N-NUDEG{RN5Fe!qG
z<1ss@ZhB`O2&VXEnXc_rmVDZ;gk=ScrT98dJ-&l8x%$QXIV)MA;S)%YGLR43@sh^C
z_QUrlna86_bSzcsG!vDQM?4M=E)v!aI{xM~Q6Cq0?tlfu%Y@x2b~<$Ig<nlkvc9m>
z-<==rZAR|5;wc(UbettetElDa8r)cqUE%+SC=}oI#iw*Lf6GLptw`|UJQZ|{PiX8m
zUuvpQN93~TJ#7_jt~SBW$O@YoRioi6X6-(TC=b^E-RRv@!nmq?%g3d$k$!on_wbrG
zcJ?&iIZJ3gQYE&uHxcNIJ_uW#<IP)ksiOM>g&Duc%J2)`_XMYXJ)_2@6;cP~<1l*!
zQ?dGfC89Fz1KX)A9$r&X9JBMe120~ZUD1EIa^&OyS3J{!de8)@bSAt{J*<HEt4;i=
zZ3t)NIw36DIA(8|A^dG9r-<!y!s7m<$Dw+ft7P!mpz}xE;2KH!*tAmn+L<i7`|GjD
zLcY&kjhGLw0uS+26*|GM68L?Ki&@Nr$+690=rWL$tZ+i6QP=4Y8ZULLjRGrd$0JAi
z1oOZMQEtp3ioEdV!*Wyye=+_P&vk{c3(t8-yw1xqDtH$YA`#0Hv11j_Q}&`L`X7o7
z2Ts3H>Q$jd4ACx)MXAcwxUHWN*QQqT+6u%`^1{RBNRkIguk1<p8=~&+x>!qttt655
z5z30*I0sBrq*s=wySy-3;H>0Uo!RGq75RD!>%zZ|2%~yyAIZ7x2O!JQjmh4Q=ZDXS
zRWN9Oa@nJ|iEiVUhfsStuY>jmTKkiTWAA(Puf3k_g@Moh!=Pj%W$J$0P&lDAiW*&7
zRo?sH`3KdF3^t!=WxR;J#^m*p)2p~zO!=LDv_eo}V5i9DKUd<b&{G(EqzWhby;2f-
zoh+89GzcY*>$-)B?t~Ez)n|VLg^Kbf9i=K7VZiR!$iTQ~D*leWD3r_oy(@cFjzFC`
zw2mKc%)JL#+`v4|qk9PL<%Ml%wQWqQfw&BLF_|$=i;fxgyJIn48B8~l7c#;`Kczgf
z25ilTX&-Y8EzFG&?c=4ij~r+CZga&x5RjEN2bv7;tyUFoixB;E0-66!x+9krPKf5R
z=_78gmaSHDUpr$i@@9z#DYjdfnpT5>NGcqJT-q8FXsL3!tvXXTmzL)3s4~*RBThLp
zc2z3e%QOxd%uNHk)8)eBad7Y%D%@x^2|;!%p?aqtq~QH#?P<c7r6E?liG&Ug1Ed{C
zrg0TNR@<+rkVOV9n2u^e$1LT?HEd@-&m(T*0W|jl>`rES#VhikEEZCQOp1F=reySs
z9}ng`d(yy`0QQp;-jWaTm6XBO0JcNc)Lyh<{^p65!W(i~aT}Qewy*QpXl*r|L{eH>
zPLOT4Gc{izo*FXE&wQ;KnnJC(;*~%_>|+XMJNFhedGxoFwG`L!omA%KoydwEuuu2$
zXr2o>^pO{hzpmx;qSysAhWt`IEgH1Q42BzxK_FAT)w*MMo~*?(Ded}UIa{=t69!Ta
zY<a|LaA1v(7q0M2t&iQvS)rpOUY=UkQ*yC}_z|sb^HN@@6DFFXYqh@zC1XuR3pjj_
z_BZ50dpkRmW|g?#m{gSm{?EpG4g_u_d8Y;f`4bUTlo{wiV0TB{5Q1xPyz02$k{Z8@
zNzJ3xC~7xVJ>IM|Qcb(XE$sNFlVn4+En#S$|5{B0XO8cdv~8&%#J3A48-A_u)()Ty
z`IW$tC}a$A_|7*70lBnyk&67@W#2uuAuMFjmT^%GbPMfMI3b`KnGdfn;81Ez#-%z@
zIw~1s+x)r46KKf*S>ko*-MmAoES&Zhrnw!@`B;T_Du$AWgUwhI$X&!+T+{$sE&Wrt
zsH7TM3@b}x487yGE)_DYMV}UGGc^S-)KC}&SkoyU14&+?GQvRST$d707JcENQoKng
z$wFYYu<ekP62{z3oJmFTFA8I0W2Qp<m{9~V=HbJKec{u7V`S1~^dE}+6Dm?aEsxeZ
zuyH=3yzo-dUBQPFlgl0F8Wo8=NII&;k!uwGSz|<IY%&a$+Upg)0+JU><A)(>Xf^wT
z)c$1Id>c(XTiL&se_!RG6omzq6+yx^EKig2bER1*=A{H&k4Ar=>oy(~a+OmVc{$%+
zcU&Zlp6scQF|F-;oAljS1ILsk=5>^Z)N5{i!X8h~t90EYBL&u+X=S{rJ66*P`Be5Y
zT$n15lxRcfGM=XeCxyzq2g@M_k}40UlpG|@XW4n&;Hi)mZV1k<vh$9~d>anMb?~L}
zmzj403I&%tAiCcb8A9{!KnH)Ql`8u8002HJ+Lj0AfeJAr{{R5G0(=?<z`<&g!T1gU
z00vJ5yS{q@0GNSv0RS%JK|hg$N~lsqe+MAW_TNZqFl}H4q$U9XDJAoszzocr1OR|1
zQmFGjLy(k8002;egrQ1(HvC2jc=8bL@z`-_39(y+bcP2VY(P%ZN%-^6$NG#Di^lql
zz>(U{j#Ke9swJpxbg6LLX`a-Xcw1j)B?XfV09|^<irKWrhGP4YbN=gWq(388&$QM#
zB03ufU3khMN?z6|6kV)2ytZ6kh#tV;0SRqXR+65l9fcR|XlKVoq2Kxt&{O~|t&YcD
zU#h{}?%cvQGc0s}0sD()g2hPOB$~vqMt?PDU<x*Ec^ID(I4Ur`KkUHwPYk&#iCsY&
z7O{HrZ49APmL^?f(XejI<*L3Eky_BqRtH^nFZdKVx+KXUmlnXSh<`lB^C&FMJ(&`k
zb5uOCu;o_d7$W$JFe$FD{|u+MUvozefZ};05c70SZiQ(r*sNq^fKv@iAW3`WS!DB+
zfjck*4(TBU44Kd~N<l3a&lws{{coutgSn_PN<EX6TIUlyXu$upUwD<0Pw8jLrKN<X
z34QZ*T$Hw3fpPfLPH=zaiV;S;#6%hjDh16{fk^ywX)b(!c5o{L)T%>#RY*<2TeReJ
zzZN;Pns&9WQ?r%l+;76UzX0m>6mC3@>GZQDp<_xe9ssvzp$%lh{f)=(?;*L9323s(
z=*Qq592a%$t&eD*!HY6k=)rSV7pr)va0oMFj|X>=y^f+AtB3m53yZ@Dlg5dteo85`
z5?j{uNI3T?t9=c$<zZ>nbX1ksxU5_k$z)(F0&|w?((>u2Um$36W@m56cmxSkHTwE}
zhS2z#uu*{WA{Hl75cVFa7In2W0mbOUX8y%5%b`;mla%<wsQw1<Ee*4QGqu9pYh=nA
zg1DANx0Fi_-+_BSaNP%06Bm7^AU0o52YKnODYu^=Tl5wlihbU2r%MJ}$+y12(g9-0
zMf)njT_zWWdc}(!Airh(P(Z_->%oa!ARs$Yw8tdAY3}1rSzr@f+Hz4Et3GPRj_k3x
z0a%CcLRa$1pE}RLdTn%GjkyfR!5<%(*6D$(%rHay#^;DSsp8hue&hlGBmP0elLbK8
z@q4tlEQ}Hif6ctDO*YL$9jV%6=8m^5_TY=4FanoR&zqEbJkTa|PncH^0nbR0qk`Do
zSLJ{;_)(jt^LRlgJ_+2~Rwrvdm_DFH1y{xJz4Hd9dH&;;IL2)$A#RN#7f)Y!R%Tv1
z1@_<4b>2HS#y*h?NZTD7fC}15I!n_TkiLPLxH$%~5Xk3$*p1O18`F{j?{c>NllHVX
zV6V^V!$_rJj*M+mcCLoGGJ0r?sFV8G+_p~|gqHFd-Z#_}{Q>bXeNU|3QHbur%?y~8
zff}he%FUIn*)x&@kPwg2MN_yVfK4t6p&GXo_En`t`ZsH34aT?BVG&@pBZ>%Ox>)!j
zG5H&Z($IttsFvDZPQB9#Vi#sO;ZnK`OqYXsmD&6ZamhWn&@+`R<wg3kaL{LIW_{KI
zpeRw-u!Z_h@|KtSJI@g2`F?24BI>|}uvi$Vg8^6L6e}fM6KwugV)B?YZ|J9*h&mcr
zU;Q5eQae6KVHtyXhlwm49;I%V$hrSOBf2|CLtJ{Cby4RZ;t6i%3xQ_ahhr}1=A&-$
zdS4gtV<o@UE%nWYWh~$lL8((y7G^}D2M0&HSEo-8FAWW$?Bll)k;@HNX=vP<KFmHg
z1z!(PgdHACOzJW?RkkWi{*hH1nC{N0Z}v%5gUnfsS6A=e8@1}vbgNnjoLR4Yrao;m
zDRadRjmkH7GAb^lS{!A1vxsYCfYNw_ZpDsa0ij0`IX?a&SY01A(j<coaJcfi11`Ug
z&KOd;X1vJ0Bwz^?x<^Ohdv?Ne;j)zm3{F=#g_gtC;p~8O8^q@O3s`hMg3`?XcXPih
z`}cEU?LX|!m&rG~e>?XF5LonY=l)Ozi~hY6|2+5q#0l8U54-;tPDpwFPQd@<gd)H3
z^ZVX?msD<y+O5Zi6oJ06F!A|MDvx-TTiegwYO^R^48n@6-0lY_efG3gtF%kL?sOS{
z%wi_I%UIm_j_J5x99gv!uJd0CPsX))cs_C(SM!=uhoHOFIXZL5)L~f5Jmb0vUH6Yj
zbIr<EHE}6mS#yx#(g|eep`w<_fhwH;Y&mj3XEh)PaSg8L4a}_?5g>Ku^&oCt2fYz2
z1PNwO;ablbnQD_Uda#}hEUnt*wj|I#8R6v!K|gWe{{>L=P<PrC?QrYP8A;V=9}ier
z*1+KBBHKNBh<%(D8|xL7duKQsE)4=FXzRemz>w41;X7<OZ9ljsxhMnh920xJz-LOS
zsPaQ<bKz(2p;7kd*NcT|V2>9@xLI<8uY#-RzUS|X@5Z)ZAn4MenqQXvNn_n+U$4B_
zZ8mpjmybSZGYPxu4=v{%Jd^j94|cPlqUz}l&VUYJqX<WO`;G<LIcP;kq=U8xcSe9j
zwEn}&^@iTHRhKsVK6~>_<N~jNPhZ!nfQ{1z=1{h(@}*;h7hnwyBiM8i*Q_mtds<`O
zT!uB+{(v>+*$Hey5n>UPcIELl-8gyWq@=2u&x8t#_gRhOKMVV`)jJZvZgH{Dz+H8v
z{X-n0V3IF!op<YJ<j0Q{IcK;jMP+8iu*@SuK$ovB*>nBYFZC;ga<LgKTh-eeMKo*J
zQtA>#J-wK!r^?D6dbN+*MpeylWOJB4W8X7og4QQ6Q-)iwDA5pU;OGG+Wc``}@BYAw
zfi2GvqUc(kQi-QJfnaA1`da!)|M8S_y!$XEx_2Ayu%!-V4NtRkaZliR4KHsiD{DAy
zZI2GIjj1n+q-^cP+Q2$i{XBDM3rN{)?{}ar{paUD4E(=j;8cY~?%C}F=W~+$-@*<a
NH?=%kc=*B}{{@X|mtX(@

literal 0
HcmV?d00001

diff --git a/docs/_static/simple_annotation3.png b/docs/_static/simple_annotation3.png
new file mode 100644
index 0000000000000000000000000000000000000000..6b7fa7ffc7e4e51eb1b4fb69957de86c0ae31890
GIT binary patch
literal 11686
zcmdsdc{r5a|Nlfq_9sbbNSjhpNy=m?6{S+y+Ki`_M%m5C7?dq3L<rea*&}0#8BrQL
zm37RRCS;u%W0}ENzULnGe4fuYzrTOi^>tmYYwr7;^FHs_`@GNgdfh>1&lrk}$cw;W
zF!2*cN6*7xf&<XMumE^dSz+)F2HOBTarCg6JDEYnhQ;5E|IY4reUFG|ZeDI=v{9?%
z@g4!ep0u@9hu6W6VxDccL7%m|)!KQ^ZhbacwVj+nmBXXat+8<Gw82Gcyz}SDmBo)`
z+y1(EF=gX&sa4BXKNN62A?COF`Giiq7dKSv;6YsD;J5y<1efl*e$%K)&LHpGV562^
zLO(+aIP`z*uR6YK{-?p(Wvk8dm&5e)i3>H72{`h0Wk2)OIs;)-4Z}unE=f&P7z5j&
zW<S%xJ0dLm0-ro<L}8YDa=zbO;5cMU@(Wvu>}Rd)h}T)`pQwAejXDZnb$5(G2c8kT
zAOPFIMoB8KUzaGRJmT&_t6&dGRgO^3WiGFT!;CEPq(a@9Q=WenA(~fRz6tZmG2`V>
zg?<FLLJkyl7isv7PRA8p*kjw2v;_uxZ^=;hGl<a0G>leSmq=uDvMt2Ow=%_G%~hyS
ztA&p|HCfkc3prR)X{%QqF4Rvdr<`#ncxC)<Cn4B-BtyUd6lIxDj%BG60(h;D_jMG4
zon>sGEQ7U5{PV)B6eUELfW1NM7Yo8N;C={L5_uW_g%lI^#|s~n<sSwRixw-Xt6@tO
z|8M(eZ(wLnbthD^b8xc*Us9F*M0ZW!HC~<pmtyMEt`R(~ipV><2&X>zqJ;bq&4D)@
zt}yWQU9`h^!AkhRx%|+OCy`2>Z@sADxta)s<#ey8`ub-qzR#{zzTAakX3t$eY}z+#
z&t&|HR*3?e536CTEU?#0y{DTc?Wa|Ch-JWSeS;9qX858tOz{AwvR{1Yh=_6-eW>Un
z<JRo7_l(!)d8FJ0G}W3|A$tbu)(DGNmt&F%at<EtmOa6;iADQe=*Y>3A(jjuM<EdD
zh=_0Osu-KHH`7|08i>n8MMe2bJ1KbHwLIi@A$rbta}cBZewl<9gLtw8_kBQMKmoP~
z*>tlwa2psj-j3-UDCPxyrioKik-4Q=?7Gbg%sie~A+F&>rbrj_30B8%_r5Y!ztM2f
z#(HM|frG^I{S*V?{&>xGN2W$gb4IDJAqx}P<TwW|Xs1KG;PN%&K>;=bc<_ymyotVr
zvPb8yXWkS+LWnNBCmRUQiEwMtlFGAmJWKUfZu@7CkdL4nEyP6`CRD3oUBU7svf42g
zmf)1tKdYWV|MK+9(<u*+v9o>ebm!94Hu6mwrCOHFYSkHV7jPe=op-y+4y(z@Sy>f*
z-?0f<kqOeuAX!t-p2iy)Pffj^O`K!1+2RUqGB!H0!)|%qsEWWU(kSQ-B<F>&!5~69
zfrnDMb7ee6;e9&;R7iVR^z=C1pyJ>Qkz;E@yR^z(O*Pa#nFno(*t<THNO9hDD%Q)K
zc*eV!d!TI`b3oJY?I7jpek1{nI9(x%#2b8hUTkn!hcgv%IshwqXu3s1+3#JG_NJHa
z1NOz;7&jHRKh-Fee7IO}nwxIoIh#jHJVh6>h+*Aky5%J_K2&cxF5fCq3E$@DYJt5;
z^qwi7kCycA)qCWo9XfSoZ5cFs)>L8_Ms(ID*C1twgA|a&l(Ghb)?bO`5BQU1;{AoD
zxY~zJq(wtXO-Pr)OeV#{p>GqlTWwRDr~<na{*fQ4!*ktnxu~C2=mivQ?CF>N-CmxE
z>Tg<w(}?H9S%yq>8ArovhN6{Fgv{D8<>)C^?lhslUw0zV{v0$bLo_`cx_^diE=;oS
zu3yjmVG}!sqRma|B%6txTcdZ-yEmwQ?xJes&}?|vY1sv|_9m}}?REKiS<wq8+y}a#
zxxe9?C_9H|N>}zfE24a9YJoo0leg{JNfkw1cGfm6WA=cco`mwzFP_3zuhH~<qdlj~
z-LqNE?~%o$v6`eVD`*hMvOJAr2u*4B4j-h;J-7NfHU>8tP0KUAX1lMmtwj2gr+&m+
zX(tSRsqD8X;N{gh;|)nUnKZBavm;EzC0t|*p2!dB5s^%SD$SsyBU7aOH4+`Ymcy-7
zF;0_;Jo4~}*`=Wdb&kN72T8dL=pQ8Gi!X}XsVb?H5o4A9?T5H?-q0#{UtkN5OZ4uF
z>z<l%^?D(ch)v3L&{NIUR%}b_xvAKy)+}|b^)K&hnZ{<)b7>y;6<b+jV|uWmI|)H+
zIXcw4bFWFS_D)>QRfiW(XhxgsxO3{Pr~MbEWm+XlwEkY@L+l#+h?rs9hjN`-MyK(i
z$0G^dQ!**9YD>-7Z6^<Bed}nuTbiLLCwFmvo;#lx38rV5UYdU&++6Rxs+xyiL1WLk
z(@E+to+Wl@pVxMRw_+ERcfMd7-qU^|ACh<~?e4I#kbD7;(Qa)M1lDGM&Xlyt+VAfk
zubuT?qozHblMtdl-Q;Uqfenf(3wULV*|q^oN!GWYZ!DsXwb^}La3a24sK_DCl??Ps
zRg%TyhI=RTuzQayKgxLhldU^7MBdd(*|XJbz4MdAM<{fTB{J|)jmK^J@bSV1*VYhT
zQGk?%*sWWkyvxYB@C<bMM0j*dAurNl!AE_UFeYgmT6f01FCxNJBb(?S6jW2IqTb=@
zHJ-~0DY`o|qo+e=G_j`%h#iTC+StJiyWH~JE&EC%)7FG29m^)z&&D2Sud?w#XJ2-5
z9WIQIM&@5E1-Y}&LsqA3T-Hs=dglQ48&h0c*Y7R*W8Il&ZUspdcJ@jaoviMK#?~Ih
zm9(cmQk!hWybD^3eCCI}s)5@>hCizJ_Vd5C-62vA4i{B^fhON>C~NDqiSHglWW*M0
z72<dX3R+p&9;5FPc`PdO$vgEa-zcOPBcNgOGs7I)X&h{=W!l@COJvu($?>o^*}URt
z$=5m7akHy3EsW=Kx`<IFESjD7LN@!Dd1;_j1{tiDIy$LTuy({qa*N5PtC?LzdS=93
z{aDEiLc{~>=VRhng4v~B*`%no*$cIn+avcU<XIGB5(Z<KZVa#oZ?i3q&eZXzBOAGj
zf!O{P<s16yRIV6YaI{)baWwnJ7M&M=%RWW#9wbI*k=~=hhPb8$@8E6I7eTe<p2^Tb
ze>+VZ;2m*OWM8c?BE~3HyWQffpr}T)a3)?%^6Lw8Tl}%|89M9-xhJN{r*g?^E+g7p
zdcxH9uj{#>23^9Io7P3Brgx`3$c-3NVH&yo(DtU!_vR$#TzNX0dsfXT%MK&O^l@aF
z6x(EyvC?dr?bfy5KF#F?vV@g)Dy#>&s!9p&943SHBZ(@zPATz?r?W1K9`NH!rK~RN
z#k(<CCSm)ORAom;K4muDSd{{K1{O^%$_@w3ch7%z>7bZfR3wyYJ@DM5@BXD1+CgtZ
z46iJz(8`qt!kaeLNw4B=&BUQlLmhGPi11KH*7;AehxledK&axZ5^cY?S0_9Ax$)2O
zTK3%K9|>0&D&13*rxY`6{tD}Q$9CYI6!XIaRA}PPBJ4&3?v{^)Lh^N5v2s&(8@fVP
zg;K?jR`VP3WfYg`k0oXjA|5tb7h9T_BKhvbW^)o*i1kN`)$Ux#ry?XVtzhfw*Zk!~
z^BFuz+X2&>;9k+clcH2MzJo}Cdek>;MRqcsicQX(E{gqm^=W@d*1B{BW(Kb2VUuYw
ztGNHTwKbFn8}6gZC%?RozU$FiKXPZbx4F4_qmv?D9vn_OJ3FN+n@7V?4(Z=D;LMX&
zrO-L(B%UPe(tqWO*IWBib$Mp+AzkdOwSY?Z2&gCoSxlM(r%;MJt+8m1-qm%R>mk`@
z!7Cz8i(AV!L*doV=8U=ddOGZ-WM<$zJcgoJb4tI8R%dd^o}pd1h55Nj8jWqM*Y_;K
zE|dBUUI3k9c3EIMhiQ(JK}zcd1%u78!dJcKZKpjZhg!oID=31gBx5;m@0oX}Gk?Vj
zCHU}Us$pn=R3T;FJGXcY<6Yb*L|mIhg^nxl$#JsB&ZYN~L~St}P6$T9%u3yS1?HYj
zwPAh)XLn_kbBpY|%qOd>tH-)>%NtYfI|`YBBm+$|tnh+lxbvs2W@i~zSK|;b6X%#=
zYFn8}<ohY}6T2}W!N8Fgiq%<$50q}ulO4uL$&jRv#{`e3hp9DY9I1^d2FFa{3JR3F
z<YiFc&N4FK%}lVHwo2Gy7!rfuDeK;Fb~)?H<kwv^H&T!W6=0KIW6z=W>c4zhw2(th
zR$4DF*xGH?`1*+MflLvc%@2tTcv4WJ@z38@^`TDx)rSuK6X+wyMOS8wbkTf3M;c?~
z-(<~0RAj-cC0xMdJ9{Pd<Hrnm_03X~Qw{5%R5n=8K0YQ$m+0iow<BF=Vk5yV;hUiu
zBJ3SH@p)|C*$otB^^~`EwA`LLUqs@0hQ2+SkWc2q58WwAk`4(zynvgzn~QMp%%APe
zNUo^u_qxgwJ@^LQZ>mfiN-&Rq9xI`I#iQnxRHZ4F<1a<zEqFP9!#LotG%HGD2Hu5U
z@tp4_p|#xa*BP#S2d){+)<$X%NVhvwj_nl&#-S@69H$HltqSLRKdU=VS0|x__O>wl
zK#fD3-UKBYubJ94D+T<o8ttsxl`pJsLB{bmg@TpPZ}%Qe+-UPBX%kl7QGg;-*O@(S
zOsxN@xkGJDSTZ^^Wt%;>)QjVIfM|2e!{cY0nqIzc^D3LFq$WDD)a2EWBTD#czi1D;
zO2~WcZ?xXUe$(Uw^8>L(r%s*mmkOzG@RzbD;DR;pH;P{p7`TqVynI8n{Vb;eTnTN!
zwF(C2P4X6&iu4W#7tB!^7`T6!a%#ZE96q+Q)PQ?FeGSb{04Bu@6K59_YH)k^X!$RP
zfx8maP6n^#l-u`E75Y6)?obhg0sl2ri%M)<2biAF>*|%5`^$mN8v(ezFdxUj6vxFb
zWa3#7PFfgXS3h)fvB}n815Cf^GH`CrI2a`Y+QFa_XKk8_DZYXFmpSxwZ6snDu(ZbN
zX8^PDwE!@-Pc^hF;(g-dxFg_62nM+h4|xOq)()T2m4ks3M9jI;2A#{ljXx?D-3+;C
zylBet@um#$ct6SwoA|i2L=ZF#Z<*DNF*opq6LZDHsqrQ&0Mxnu3#y>nGRR)g(9qnC
zA^YEvTEn{m12uN4?fBgV%`Bt~JBp2_tXU2G0n7&FzP&Ra^V>IyEIxuTx!}7lO`n>n
z(`EoyvmH}l6%?s;i?;UF@!@_Dn4_xn*faV5rJ)i}%>@2Jt?0B<2DF1g;e0u1mw3we
zE^`qzgv#S;^J;w-)w@f>O-aeBm-aQcY$i*B)?=eyI^e5!Z#Q0ab)tz{<jMIvQ2U%W
z@<n=YakPOCM}M&TUKbr|tq*2Ad}Sb<>oFPZX$2vk)Om}uKB*gyWs#+=x4FZrr5CQs
zYdf0{zRWO0>g*<SE-NrbI!+vN%H0t%wT~5*XTB09ui+H9Ia3E;d)*zjA(djj(r87w
z9+X;8*1#aEP<}xJroZC_KgNsCi>Saz(j}Tj`1v3RyyTDUKP?L?`C)@1y9}!MPs?ma
z-T&_5SIa-U_|@|NTNfMDR;n%AY<p<E&YFgzxgnRdkZxY`?sDz&1^LjX*HI_8c-KP-
zZ&;HMAlY;F!e~=K>wKm>2;Bx9LiY`lAguGIybz;Qa|VA5iXjw=<iCjry>|~MKA<Iv
z0NkrxF#E3l^*cPaU*f;GgCT@}DNq;sJpxuyz7gqrK#;fXEcaP8^Zm<iQ!ZQP+?=;@
zc|idsWf?RX_N`yZ41IOn_{4mFmSIZF7VBHy`(&+OTpGiPgYkRgWV6rf*ljm&y#U;o
zr{o9iY$#c`oH{;UBSGyd)QjbvbM3HP4$E((n;CtG8VEZ!AP4#b$ila#PIs53*5dZ!
zA9sOSFR1d;WdP6t;Foa`Rx*J3gv5Xb{%d0~8~{9PZ5_Z|kp<RjsPP!1`*D!1*Tz_H
z-PquT_FlVAu<lgRb(zgp<I0Z>$J5qYXU3rQ<Ws8VSJ_91!Fo+<R_kkBL5`Q2NiP5*
ziF*>WCY7AJO*L|MxghA#s+zmJoF;-~fQ+O|+(@DhTkzmjU5cqxs5jYh!bg^N>n;lP
zK<)x3DAu;ogJyII;NJTL)?H6lI-39BL1qSi{1Qc6mH7a-Q;b3n2<6+G`05b(S>97C
zDgw9bsO0g8DC1H=5TycF&)K{8j;4!(=}>*T`0{d?$TdLPEM_}Qq{&_mCQ|u{KSdTZ
zoj+$_n?Hf%fAnFA0um^2Zd#(C78Hy%EK$$^wW$BI!1exkI;=M`=wFi+U<I`3fCLzT
z>Mhdz#rc=3(ENinYl8JSOm8b#lm2T`!jj^^?A~Al7`cDXdC)>X`e34ne!_FG5b$mP
zUKwCMOmHIbp+ICFe{L`C1P~{yLkAnm^xr@JGvOCIgLzazK$eKfL>K^aBYp`WY7mfp
zO8{|!fLJX7L<s_tx&)BK0|3a{m_LEcI{_f|d;SE1>jOYKul)&R1{#sQpZ*+?mp%{>
z|385k2|+-X{|O{a9s=U^Cy))NAs~HA0I7w5#4Z730s_*q_fH_{y#UDIjX!~Wg>vqE
z^%6jy10XM-ECECd05OtT0*D6$L~#iqq7aZRO8_|z0g+!KwMM`O;X~B;6G+St0A%jw
zpFr|I10XX?0J#CB)<p21K&rO_AOoUH0J#W&G-H<lQU`z}k(L1R8JZ*NON__}G)EGa
zNUf6Z00`mgpFqZ-P19qEInw(O0CA050*EXGM0E)u2ndMI5<o&BAjV4oIRgRFT4F?I
z!4<>j(-H`;KnQOvQBVdIEMKBP02<tvOZ0IKDmc1CK_yhsxP+;VP{K<rQSbmNIJ1PQ
zA5cNz5-pBE069yvNP!CWFHs->0kl}c)HSFe>Yo<jyKPs&d_GY*T1q0y^$iW>Y(39L
zl>Ww(QLrTS6limk+8PLnJpocHqa%+9tLwOYY^i@LRXNR?FOIw~(Wxrftdw@XX4-75
z|5YeKop@lbCBj5+67Xh^`V5r)tY=dl!3`4jGM!9%ZPTR7csBL)V}yoNsUEL#%4D8N
zySNdY*7Q{~bo|}|T}bG&N?oW@!i!EkZ@RN2HA)z)=wT_SQ1w~{v1bq`M0#x?OonUs
z=In*(SGFSUxdb7VAH%*q-&Atf=UFtblE(NDopdADTY|fFJ5w-lt4*y*_b4RxfE{3i
zTdSh=v#z-hQw1`<XNvuI>+6-oA*ORU`QAhf=}D0T-WIa(TM`lzGm?OOdk^kbj&pZ0
zm$U}L7Ia0MZP0b#rhE$u;b}{rp*dpW2@m{kFfYA`n1J@XB#03Q@{iGjp0lvIeoxg5
z_=WI)-gjoBxncMBIavbj35k!x8`MIUGT?hZT-@ek29l{&V&5$=_1>UC=RS~-^V^^m
z-r&*!;T2(P8(*i8@2><iL?53C)zXj6q_U3tkBr8dE=zjTYTqUi1MLgPvN=Y0gQx>5
zR)lSAeEqc)B?)@@43^V>bgK=kBwh==Y?oaic_Z#M#0J&W=y`FiFNm8V*1U*+21_5s
zc=OsbEps2|l0JX_5ll}`p4#{*W$KzUN|kuP(|xu{Z-SMrz*oL>#wOLhm5B$qFW&V8
zTkB4n-NaiK@?M=T|4Xj~+tfYvBSULphh6p8Rz+Ga;UyHIu%r3W@vdKo$kBQp6SjR3
zeduV`&U1`g5FJ0TyK~qA8v(Q{K07~fIbYp^ak{Y7(-7jxlS~&zxryS+k9R7e&N6^x
zb(1J5wo_D@;@Wh92I)_0j}$Z2Y2WLzAz>$sjtV7=$;h@7KlFY&+Jnly!_~AqlY?t(
zG(^L96nX_>W#GB|iV-OFuD4!RJz78=E9!W6UV%wEN`GH|eiX=F5wsT~VQDCbJLAUI
z;bUo2AFLNXBnknMjPwbf1lTL1Vz4riew1L#!Ld^XkWb@{+8pCjz1f@{vuwblI0{uG
z@qw>Ym<<J3)JH--weBd;KfukUJA)A82$ZD$1w6t4=v~rpIH5%K`O9Fmk>IB7V?WiR
zqB}q0(nM+>Ho07S124^+h%VeVh0dU6L6W1|y>F#NkJ+*QKA}V$bGoKxkSwbRhu>xq
z#3UsxB&ar_>(f1%G|#z`Lo#I#EgAat7IHqzujB5w-_>qoS`wN0x4Iko`Wr@D15w)X
zPM1qvqt@6vH7{+lFVFndo)x*|<Z6&?tC?=9PjU|7J#`QoGDn`r#oys&cP`35&HYG+
z+mr-GxqE=2;c>$w!rvkSwbiFK8uBF`{qVf*Ufmc0dAaPy2F`in^Xu-AD&%v+183`Q
zUamV*J{3Jk{@IPLEh4k4wl5a$$Kvu%Y1y-kN&VPO4X2gNp|tqqK}ze^s0$2Kpj<dk
zYCrC&E7A=G!3Swl+|q7H^Bi%K=63Jjm2?4oBXAY^7Qk&be0!oV5R=Y2GJ7NjCU2Z1
z?5B9M8Z0%(!xh?c@3NxyYP@@g<uWs^-MQJu^n6m0ubA>3ZOls{R!+=Q&j3iM+sf2`
zz3U#sCVz67!yyOUkC^TtLX)nZwsza+9U-Biyq<P_jmvhBtfycod823i-oRQ2VA8`G
z;)(cqwCBLc@iBsy3%ymn+vPQ+&@?|#=yq`vrjORoCgK=vQkCCF<!cgD2PrBM<Y(3{
zwfXg)pRiyOl6|(o$Zt3uwDNIP(Ievl(YbGhPw;0%Yz9X>ljL=ss>+ZcOaSSIzg%RS
zV<CM!{aWHFW;%M?PAujA{!9XeDO98vmff^PRqen__nDI1q0iXcW5}?HjwU8Cb?7N1
z)=bJ}mHyO>%T(0n_2sUC*fx2<PtyB&5;mjKk5s*btC%F#-KlV8zpw1zF*nAh<R3Nm
zbJz84-Vt5@9xfD&MvjHo3K<@cGBIhQc+I(466XY?gq`cv{}x#NhGSw+dy(8^+c0B(
zdSN11)ywR-=tlzQ>5A<O4&CTWzD3xX&npxzHR|+_?ALut<`uK%TZ!JY{r$WJOXJ&L
z`ktgrOI6O`x0BzL>@t<+PNrSw-T0*-NFP}w1G{b867Y`JxI?AJqU!Sf*bAP`$V*e#
zfV;t;3(E(e<T{KQoKyv}Z>0{2j?6(bB&u#?iZ$QH2TCFHX4|?rcj{~VHD%+=fM%i^
zPAG8CjUJlwp3SOG3|rsfw9qEw8?%aAROWFw-GN$Imms%ojWj0d8=raZ307cr#RQo!
zMnvb6#%k~i`;`{%t!pjarnx6BS0ljtONTEmrZ~_`lB)2y%RqZ86TzfiA`*uSb8q%t
z9wXDd?S$!HjWZU8qe{TH2KxB^cVvY%v+RfJYWeqYHA>G#Z;e;#=+KcDhhm2L%16>b
zYxk8;>Ku)C>^r(cJ&N3Yf!Hey!YVHLLX&;29R}R-G6?ApBt;9q?UZAZyxw#6P<UNT
zoEW$4GoPwYB46G$)dOG1f8?1vmn`p3WICyv6}LZ`yu$fajtHH~u>RnBM~pVxY*nnX
zdborIx~_!l<5kX%%KYVhr@wxBSP{V}m?;mqJ^so?T9O-xnNRV=v83&s*D|m1nf9}c
z8d=ZvZ1GA$qr#!#2@AadAa+$HMEW{9oE=)RXb@1wI`oI-6DfVlep|b&inXMNJ*@cr
za4E`!_`Ot~Ihe)SUugw|6h5rP6-t)atQa)#m*qW^aI5>-qQ+o`HMumzV69=A^Ys@X
zz~ww&R4#l_Cc&7paqFh0CYeJNCG1ql*kpbMeJW-DFX1AI%%d>bRb>3@&0S3K%DDiR
z?u*9OH{uvV4#bwf;k4j+fJA?<{?@tgLKl6$L)t`*BcMlhIuK7MI#-qbc3^9l&VHq1
zr->D|>CrD@V?CyVO4bDMd@){CiF{c>A8%7ijS%6wTJS=!_7kLE413IN?$H3yFVJXI
z{lWqqEr%fW!w1!bCSne_TIZ9?oqXZFwvdj5Qdz~C{>Ck&GK2kjEiKP(7%npDR@*W#
zvnR%_kkhO2p;Y&emf0$NMTtCko2Z52#@d`f7w}W-TajljjVY@1Y-G{i>!!b~RVb-O
z>3ks$BJUU5@!5QRNG15q%!B<JDhAtFD<D{)RN!j^|Dyh3zbpSK1pHI^4H{AgAS6Ns
zrN5O0pfi{u{-rZW0U^R1C>8uJ^_SKP7U2N@pvub%5WSy#w)pIun#Gr=lJAR^&@a<g
z0ZQFs&ewLh(8@gY@#CF9(E-cST5&%_Zy-u&jLhtb_@?E})_~sJ=;EoDZu8r%eJG23
zzpRk=NM=)%D0pqX{RQ#XO<{WT#9yrvy}4ACSGRVqakY=x;zPvt#S9zV{@#)Yj>7en
z*|Cb7Kw}6CRJu1&8Ex-zi#2X@=Yr+*lm?cYm`87M#)FR%Dk_rc@p|6%j}Bu2l{quA
zNj6dGNb#Mynm$7daq+0!!~?e@0o$L<#NFEZ>Xka-hN&<;T?c$f<vl|Wy|~RbE_-hn
zs(*H7v~QDdbf{PcdP5(ITYu`*=|HJMd+fd(PHEBf!IhQpy*bVl;`1gX`l-JF&<>oy
z5~qlDZVF}LjKJY3@J=wd2G*NSP2Ki>cplz|3f(mSJvm6-bJ}BAF#atGKBL4mm*&>$
zF!SQoACqL2W@~)ciW`;dz5l5u9bw9z>=<~YP>y@Ir~??8;{|(t&Ij7R1#~T-*uu6M
znnCoNPV3jamIgbEOM4&&l2(vcL2ZU8xaLiZEcGHUe~GMOTGBuTBo(OC4)Je5))g_}
z)A_QIBt|eJ;-Y3RS5EL3%iC;jULH`hSl#jfpWv?!-|ux5Wfj0Dxc%gcpsJ5jP;m%|
zL$p5u2=DsE`oC%a_+$jcfG&&d;WTn<I(|y<ZA1Ncs6mYf9$rreWK!Vc6GO+t+=@yR
z-a~vo`36OT&v=50U&H78)7?7xwQVn2a%+k~Z@}b7F)9RI4RGPyzZ1oNb65p8^X@Xy
zbr3-n`-21Vk%1$Fb1N}?m>*UH;u0`a2a8a)Z_}bNi&Dnk8MjSFr8gn6D>&a|B@`XI
zMdNNQKo)pw@_9cLBR+Tb9^&|bJ}VHCCIH;un{K1^;7(b?Vz?b2J3)cq6Wr7<xz^7w
zMN{`ekue+jEt@E=g8&8|$wb(jv@VJr5EX9pj9)Q1DMvMa;sXb_efn?tL=yrxM~B;u
zCq;|F^6h{?5UAKeWc{FBvGm$&u0W~M24VR7Fp&3E$E|XqV1A8b;T$kEP>gLesD?sY
z<;&|G2=kBkcaNDk+(Xqwcm8#n2R?lR9I?~F-KL$KtaJTU%Y2T#Sq>%0zqrBQbU&#1
zo2vd_T;MO1|Iql5(f@FNAd-tOelvv73*gm%jQv{z_#LuEvEUy^{-16CF$Pur$C2Nh
z<5G?c$w?Zjf$tqD$_(b?&l+Etft8-Kde(bk)j5ZaVQ_g#L(71h>8H`w8=$cb0$-ZF
zRHfNP%*Blh;nJYINMA=#$b&L77R5C<7w?L+IyrWz=9=3g`#njOds6<Yz<IDGB+6*0
zHou()rQNefbzV6)w!nO5C=#nhDrz9v2#RrFRtX~ZtuXYfr9?x%NEoJH1U?yCwN66t
z-5gP-KE(Dtvxk>jqI4_}_XM_K_!LEX+2s_2kK1|nWTl3x1ycr;QbTAH10spQ+#vuv
zcs)~Wb5<w=*){x`0Si;`qKa-FeDrl_>RN%B3Qfzu?};^mX=i?Kb8I?qia78PB?O{h
z(8g@o?0&aRPbQ>*d&Vx)s#s9Jv7<-AYL6V=Ga|<D<EaNqVBY{W_vLTVZb6q8k+$*|
z4nu|n6i7ivw{J4GwHVh8$bRQqy4gU=j+2>}wbS0GOnMtff5hqfAvPmmz3qFAVbt-u
z-7X&M6je2O>b=Qp7u4XEJWt`LC?TIRAUPr3t!__VkWS_PRADw5x+wdlDvN|et5?{a
zQZ0A;gTp;&Z{kl(l0{GiP}0E|%!IK{@3n<odr6?0^A`ig^t=J)A^+9xACcM+^ZbA7
dPhWo4yOv$!TlMsr1cdCwu`@?=j{N=Le*j3YUZMa1

literal 0
HcmV?d00001

diff --git a/docs/annotations.html b/docs/annotations.html
new file mode 100644
index 0000000..774aefd
--- /dev/null
+++ b/docs/annotations.html
@@ -0,0 +1,257 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<head>
+  <meta charset="utf-8">
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  
+  <title>Draw Annotations &mdash; swc2vtk 1.0.2 documentation</title>
+  
+
+  
+  
+
+  
+
+  
+  
+    
+
+  
+
+  
+  
+    <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+  
+
+  
+
+  
+        <link rel="index" title="Index"
+              href="genindex.html"/>
+        <link rel="search" title="Search" href="search.html"/>
+    <link rel="top" title="swc2vtk 1.0.2 documentation" href="index.html"/>
+        <link rel="next" title="Gallery" href="gallery.html"/>
+        <link rel="prev" title="Volume Rendering" href="volume.html"/> 
+
+  
+  <script src="_static/js/modernizr.min.js"></script>
+
+</head>
+
+<body class="wy-body-for-nav" role="document">
+
+  <div class="wy-grid-for-nav">
+
+    
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search">
+          
+
+          
+            <a href="index.html" class="icon icon-home"> swc2vtk
+          
+
+          
+          </a>
+
+          
+            
+            
+              <div class="version">
+                1.0.2
+              </div>
+            
+          
+
+          
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+
+          
+        </div>
+
+        <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+          
+            
+            
+                <ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="readme.html">README</a></li>
+<li class="toctree-l1"><a class="reference internal" href="examples.html">Examples</a></li>
+<li class="toctree-l1"><a class="reference internal" href="drawmode.html">Draw Mode</a></li>
+<li class="toctree-l1"><a class="reference internal" href="volume.html">Volume Rendering</a></li>
+<li class="toctree-l1 current"><a class="current reference internal" href="#">Draw Annotations</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#draw-marks">Draw marks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#draw-swc-compartment-marks">Draw SWC compartment marks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#draw-synapses">Draw Synapses</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="gallery.html">Gallery</a></li>
+<li class="toctree-l1"><a class="reference internal" href="apis/modules.html">swc2vtk</a></li>
+</ul>
+
+            
+          
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
+
+      
+      <nav class="wy-nav-top" role="navigation" aria-label="top navigation">
+        <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+        <a href="index.html">swc2vtk</a>
+      </nav>
+
+
+      
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          
+
+ 
+
+
+
+<div role="navigation" aria-label="breadcrumbs navigation">
+  <ul class="wy-breadcrumbs">
+    <li><a href="index.html">Docs</a> &raquo;</li>
+      
+    <li>Draw Annotations</li>
+      <li class="wy-breadcrumbs-aside">
+        
+          
+            <a href="_sources/annotations.rst.txt" rel="nofollow"> View page source</a>
+          
+        
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+            
+  <div class="section" id="draw-annotations">
+<h1>Draw Annotations<a class="headerlink" href="#draw-annotations" title="Permalink to this headline">¶</a></h1>
+<p>draw annotations like stimulation points, samplings point or synapses.</p>
+<ul class="simple">
+<li><a class="reference download internal" href="_downloads/simple.swc" download=""><code class="xref download docutils literal"><span class="pre">simple.swc</span></code></a></li>
+</ul>
+<div class="section" id="draw-marks">
+<h2>Draw marks<a class="headerlink" href="#draw-marks" title="Permalink to this headline">¶</a></h2>
+<div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">swc2vtk</span>
+<span class="n">vtkgen</span> <span class="o">=</span> <span class="n">swc2vtk</span><span class="o">.</span><span class="n">VtkGenerator</span><span class="p">()</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">add_swc</span><span class="p">(</span><span class="s1">&#39;simple.swc&#39;</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">add_mark</span><span class="p">((</span><span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">,</span> <span class="mf">1.0</span><span class="p">),</span> <span class="n">size</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">write_vtk</span><span class="p">(</span><span class="s1">&#39;simple.vtk&#39;</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">write_annotation_vtk</span><span class="p">(</span><span class="s1">&#39;simple_mark.vtk&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<img alt="_images/simple_annotation1.png" src="_images/simple_annotation1.png" />
+</div>
+<div class="section" id="draw-swc-compartment-marks">
+<h2>Draw SWC compartment marks<a class="headerlink" href="#draw-swc-compartment-marks" title="Permalink to this headline">¶</a></h2>
+<div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">swc2vtk</span>
+<span class="n">vtkgen</span> <span class="o">=</span> <span class="n">swc2vtk</span><span class="o">.</span><span class="n">VtkGenerator</span><span class="p">()</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">add_swc</span><span class="p">(</span><span class="s1">&#39;simple.swc&#39;</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">add_swc_mark</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">write_vtk</span><span class="p">(</span><span class="s1">&#39;simple.vtk&#39;</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">write_annotation_vtk</span><span class="p">(</span><span class="s1">&#39;simple_swc_mark.vtk&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<img alt="_images/simple_annotation2.png" src="_images/simple_annotation2.png" />
+</div>
+<div class="section" id="draw-synapses">
+<h2>Draw Synapses<a class="headerlink" href="#draw-synapses" title="Permalink to this headline">¶</a></h2>
+<div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">swc2vtk</span>
+<span class="n">vtkgen</span> <span class="o">=</span> <span class="n">swc2vtk</span><span class="o">.</span><span class="n">VtkGenerator</span><span class="p">()</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">add_swc</span><span class="p">(</span><span class="s1">&#39;simple.swc&#39;</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">add_swc</span><span class="p">(</span><span class="s1">&#39;simple.swc&#39;</span><span class="p">,</span> <span class="n">shift_y</span><span class="o">=</span><span class="mi">30</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">add_swc_connection</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">data</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">write_vtk</span><span class="p">(</span><span class="s1">&#39;simple.vtk&#39;</span><span class="p">)</span>
+<span class="n">vtkgen</span><span class="o">.</span><span class="n">write_annotation_vtk</span><span class="p">(</span><span class="s1">&#39;simple_connection.vtk&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
+<img alt="_images/simple_annotation3.png" src="_images/simple_annotation3.png" />
+</div>
+</div>
+
+
+           </div>
+          </div>
+          <footer>
+  
+    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
+      
+        <a href="gallery.html" class="btn btn-neutral float-right" title="Gallery" accesskey="n">Next <span class="fa fa-arrow-circle-right"></span></a>
+      
+      
+        <a href="volume.html" class="btn btn-neutral" title="Volume Rendering" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+      
+    </div>
+  
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>
+        &copy; Copyright 2017, DaisukeMiyamoto.
+
+    </p>
+  </div>
+  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/snide/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>. 
+
+</footer>
+
+        </div>
+      </div>
+
+    </section>
+
+  </div>
+  
+
+
+  
+
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'./',
+            VERSION:'1.0.2',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'.html',
+            HAS_SOURCE:  true
+        };
+    </script>
+      <script type="text/javascript" src="_static/jquery.js"></script>
+      <script type="text/javascript" src="_static/underscore.js"></script>
+      <script type="text/javascript" src="_static/doctools.js"></script>
+
+  
+
+  
+  
+    <script type="text/javascript" src="_static/js/theme.js"></script>
+  
+
+  
+  
+  <script type="text/javascript">
+      jQuery(function () {
+          SphinxRtdTheme.StickyNav.enable();
+      });
+  </script>
+   
+
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/apis/swc2vtk.html b/docs/apis/swc2vtk.html
index 77d9f0b..4d19c3a 100644
--- a/docs/apis/swc2vtk.html
+++ b/docs/apis/swc2vtk.html
@@ -160,6 +160,11 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dt id="swc2vtk.genprimitives.GenPrimitives">
 <em class="property">class </em><code class="descclassname">swc2vtk.genprimitives.</code><code class="descname">GenPrimitives</code><a class="headerlink" href="#swc2vtk.genprimitives.GenPrimitives" title="Permalink to this definition">¶</a></dt>
 <dd><dl class="staticmethod">
+<dt id="swc2vtk.genprimitives.GenPrimitives.base_sphere">
+<em class="property">static </em><code class="descname">base_sphere</code><span class="sig-paren">(</span><em>div=10</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.genprimitives.GenPrimitives.base_sphere" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="staticmethod">
 <dt id="swc2vtk.genprimitives.GenPrimitives.cuboid">
 <em class="property">static </em><code class="descname">cuboid</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.genprimitives.GenPrimitives.cuboid" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
@@ -185,8 +190,13 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dd></dd></dl>
 
 <dl class="staticmethod">
+<dt id="swc2vtk.genprimitives.GenPrimitives.line">
+<em class="property">static </em><code class="descname">line</code><span class="sig-paren">(</span><em>pos1=(0</em>, <em>0</em>, <em>0)</em>, <em>pos2=(1</em>, <em>0</em>, <em>0)</em>, <em>data=0.0</em>, <em>point_start=0</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.genprimitives.GenPrimitives.line" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="classmethod">
 <dt id="swc2vtk.genprimitives.GenPrimitives.sphere">
-<em class="property">static </em><code class="descname">sphere</code><span class="sig-paren">(</span><em>div=10</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.genprimitives.GenPrimitives.sphere" title="Permalink to this definition">¶</a></dt>
+<em class="property">classmethod </em><code class="descname">sphere</code><span class="sig-paren">(</span><em>pos=(0</em>, <em>0</em>, <em>0)</em>, <em>size=1.0</em>, <em>data=0.0</em>, <em>point_start=0</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.genprimitives.GenPrimitives.sphere" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 </dd></dl>
@@ -240,8 +250,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <dd></dd></dl>
 
 <dl class="method">
-<dt id="swc2vtk.vtkgenerator.VtkGenerator.add_sphere">
-<code class="descname">add_sphere</code><span class="sig-paren">(</span><em>x=0</em>, <em>y=0</em>, <em>z=0</em>, <em>size=1.0</em>, <em>data=0.0</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.add_sphere" title="Permalink to this definition">¶</a></dt>
+<dt id="swc2vtk.vtkgenerator.VtkGenerator.add_mark">
+<code class="descname">add_mark</code><span class="sig-paren">(</span><em>pos=(0</em>, <em>0</em>, <em>0)</em>, <em>size=1.0</em>, <em>data=0.0</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.add_mark" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="method">
@@ -270,6 +280,16 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 </table>
 </dd></dl>
 
+<dl class="method">
+<dt id="swc2vtk.vtkgenerator.VtkGenerator.add_swc_connection">
+<code class="descname">add_swc_connection</code><span class="sig-paren">(</span><em>swc_index1</em>, <em>swc_compartment1</em>, <em>swc_index2</em>, <em>swc_compartment2</em>, <em>size=1.0</em>, <em>data=1.0</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.add_swc_connection" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="swc2vtk.vtkgenerator.VtkGenerator.add_swc_mark">
+<code class="descname">add_swc_mark</code><span class="sig-paren">(</span><em>swc_index</em>, <em>compartment_index</em>, <em>size=1.0</em>, <em>data=0.0</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.add_swc_mark" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
 <dl class="method">
 <dt id="swc2vtk.vtkgenerator.VtkGenerator.clear_datafile">
 <code class="descname">clear_datafile</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.clear_datafile" title="Permalink to this definition">¶</a></dt>
@@ -300,6 +320,16 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this
 <code class="descname">volume_header_base</code><em class="property"> = '# vtk DataFile Version 1.0\nSWC2VTK VOLUME\nASCII\nDATASET STRUCTURED_POINTS\n'</em><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.volume_header_base" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
+<dl class="method">
+<dt id="swc2vtk.vtkgenerator.VtkGenerator.write_annotation_vtk">
+<code class="descname">write_annotation_vtk</code><span class="sig-paren">(</span><em>filename</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.write_annotation_vtk" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="swc2vtk.vtkgenerator.VtkGenerator.write_swc">
+<code class="descname">write_swc</code><span class="sig-paren">(</span><em>filename</em>, <em>swc_index=0</em>, <em>comment='swc2vtk'</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.write_swc" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
 <dl class="method">
 <dt id="swc2vtk.vtkgenerator.VtkGenerator.write_volume_vtk">
 <code class="descname">write_volume_vtk</code><span class="sig-paren">(</span><em>filename</em>, <em>origin=(0.0</em>, <em>0.0</em>, <em>0.0)</em>, <em>ratio=(1.0</em>, <em>1.0</em>, <em>1.0)</em>, <em>div=(256</em>, <em>256</em>, <em>64)</em><span class="sig-paren">)</span><a class="headerlink" href="#swc2vtk.vtkgenerator.VtkGenerator.write_volume_vtk" title="Permalink to this definition">¶</a></dt>
diff --git a/docs/drawmode.html b/docs/drawmode.html
index ed98db7..5332d32 100644
--- a/docs/drawmode.html
+++ b/docs/drawmode.html
@@ -152,12 +152,12 @@ <h2>Sample Program<a class="headerlink" href="#sample-program" title="Permalink
 <li><a class="reference download internal" href="_downloads/simple.swc" download=""><code class="xref download docutils literal"><span class="pre">simple.swc</span></code></a></li>
 </ul>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
-<span class="kn">from</span> <span class="nn">swc2vtk.vtkgenerator</span> <span class="kn">import</span> <span class="n">VtkGenerator</span>
+<span class="kn">import</span> <span class="nn">swc2vtk</span>
 
 <span class="n">filename</span> <span class="o">=</span> <span class="s1">&#39;simple&#39;</span>
 <span class="n">outputpos</span> <span class="o">=</span> <span class="s1">&#39;&#39;</span>
 
-<span class="n">vtkgen</span> <span class="o">=</span> <span class="n">VtkGenerator</span><span class="p">()</span>
+<span class="n">vtkgen</span> <span class="o">=</span> <span class="n">swc2vtk</span><span class="o">.</span><span class="n">VtkGenerator</span><span class="p">()</span>
 <span class="n">vtkgen</span><span class="o">.</span><span class="n">add_swc</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="s1">&#39;swc&#39;</span><span class="p">,</span> <span class="n">filename</span> <span class="o">+</span> <span class="s1">&#39;.swc&#39;</span><span class="p">))</span>
 
 <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">4</span><span class="p">):</span>
diff --git a/docs/genindex.html b/docs/genindex.html
index d8ded61..e322518 100644
--- a/docs/genindex.html
+++ b/docs/genindex.html
@@ -88,6 +88,7 @@
 <li class="toctree-l1"><a class="reference internal" href="examples.html">Examples</a></li>
 <li class="toctree-l1"><a class="reference internal" href="drawmode.html">Draw Mode</a></li>
 <li class="toctree-l1"><a class="reference internal" href="volume.html">Volume Rendering</a></li>
+<li class="toctree-l1"><a class="reference internal" href="annotations.html">Draw Annotations</a></li>
 <li class="toctree-l1"><a class="reference internal" href="gallery.html">Gallery</a></li>
 <li class="toctree-l1"><a class="reference internal" href="apis/modules.html">swc2vtk</a></li>
 </ul>
@@ -137,6 +138,7 @@ <h1 id="index">Index</h1>
 
 <div class="genindex-jumpbox">
  <a href="#A"><strong>A</strong></a>
+ | <a href="#B"><strong>B</strong></a>
  | <a href="#C"><strong>C</strong></a>
  | <a href="#G"><strong>G</strong></a>
  | <a href="#H"><strong>H</strong></a>
@@ -154,13 +156,25 @@ <h2 id="A">A</h2>
 </li>
       <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.add_cylinder_p2p">add_cylinder_p2p() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
 </li>
-  </ul></td>
-  <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.add_datafile">add_datafile() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
 </li>
-      <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.add_sphere">add_sphere() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.add_mark">add_mark() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
 </li>
       <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.add_swc">add_swc() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
+</li>
+      <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.add_swc_connection">add_swc_connection() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
+</li>
+      <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.add_swc_mark">add_swc_mark() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="B">B</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apis/swc2vtk.html#swc2vtk.genprimitives.GenPrimitives.base_sphere">base_sphere() (swc2vtk.genprimitives.GenPrimitives static method)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -215,6 +229,10 @@ <h2 id="I">I</h2>
 
 <h2 id="L">L</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apis/swc2vtk.html#swc2vtk.genprimitives.GenPrimitives.line">line() (swc2vtk.genprimitives.GenPrimitives static method)</a>
+</li>
+  </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="apis/swc2vtk.html#swc2vtk.swc.Swc.load_swc">load_swc() (swc2vtk.swc.Swc method)</a>
 </li>
@@ -230,7 +248,7 @@ <h2 id="S">S</h2>
 </li>
       <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.show_state">show_state() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
 </li>
-      <li><a href="apis/swc2vtk.html#swc2vtk.genprimitives.GenPrimitives.sphere">sphere() (swc2vtk.genprimitives.GenPrimitives static method)</a>
+      <li><a href="apis/swc2vtk.html#swc2vtk.genprimitives.GenPrimitives.sphere">sphere() (swc2vtk.genprimitives.GenPrimitives class method)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
@@ -262,10 +280,14 @@ <h2 id="V">V</h2>
 <h2 id="W">W</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.write_volume_vtk">write_volume_vtk() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
+      <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.write_annotation_vtk">write_annotation_vtk() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
+</li>
+      <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.write_swc">write_swc() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.write_volume_vtk">write_volume_vtk() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
+</li>
       <li><a href="apis/swc2vtk.html#swc2vtk.vtkgenerator.VtkGenerator.write_vtk">write_vtk() (swc2vtk.vtkgenerator.VtkGenerator method)</a>
 </li>
   </ul></td>
diff --git a/docs/index.html b/docs/index.html
index cd11a51..6ad24b3 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -88,6 +88,7 @@
 <li class="toctree-l1"><a class="reference internal" href="examples.html">Examples</a></li>
 <li class="toctree-l1"><a class="reference internal" href="drawmode.html">Draw Mode</a></li>
 <li class="toctree-l1"><a class="reference internal" href="volume.html">Volume Rendering</a></li>
+<li class="toctree-l1"><a class="reference internal" href="annotations.html">Draw Annotations</a></li>
 <li class="toctree-l1"><a class="reference internal" href="gallery.html">Gallery</a></li>
 <li class="toctree-l1"><a class="reference internal" href="apis/modules.html">swc2vtk</a></li>
 </ul>
@@ -142,6 +143,7 @@ <h1>Welcome to swc2vtk&#8217;s documentation!<a class="headerlink" href="#welcom
 <li class="toctree-l2"><a class="reference internal" href="readme.html#introduction">Introduction</a></li>
 <li class="toctree-l2"><a class="reference internal" href="readme.html#installation">Installation</a></li>
 <li class="toctree-l2"><a class="reference internal" href="readme.html#quick-example">Quick example</a></li>
+<li class="toctree-l2"><a class="reference internal" href="readme.html#reference">Reference</a></li>
 <li class="toctree-l2"><a class="reference internal" href="readme.html#citation">Citation</a></li>
 </ul>
 </li>
@@ -166,6 +168,12 @@ <h1>Welcome to swc2vtk&#8217;s documentation!<a class="headerlink" href="#welcom
 <li class="toctree-l2"><a class="reference internal" href="volume.html#output-images">Output Images</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="annotations.html">Draw Annotations</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="annotations.html#draw-marks">Draw marks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="annotations.html#draw-swc-compartment-marks">Draw SWC compartment marks</a></li>
+<li class="toctree-l2"><a class="reference internal" href="annotations.html#draw-synapses">Draw Synapses</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="gallery.html">Gallery</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="gallery.html#single-neuron-morphology-antennal-lobe-neuron-of-silk-worm-moth">Single neuron morphology (antennal lobe neuron of silk worm moth)</a></li>
 <li class="toctree-l2"><a class="reference internal" href="gallery.html#standard-brain-mapped-neuron-simulation-lal-vpc-region-of-silk-worm-moth">Standard brain mapped neuron simulation (LAL-VPC region of silk worm moth)</a></li>
diff --git a/docs/objects.inv b/docs/objects.inv
index 939eb63d0a5d7c4bb94570b2c075b5466689e676..0c62216b90ac8bd68b8f9691d8d3d739adee138f 100644
GIT binary patch
delta 560
zcmV-00?+;I1fd0xe1B1I+aM6f-}w|wo3y8RTldztN{ymDM5<b;dqf1TF$x9?NYZ@!
zfzOu7)~fbG9wLY1e?RWd2iPCQ%^~b)d%A6`+-soUDQ}hk=5eB`L!&?A)Zz<WkiotM
z(>m3tpbp?Kbgx!m9?oDwbMNVoH&_!P)rNauzOBJQ0{Xy%5`PVZ+RBT#V!yFUmPMYl
zG7{WXpzNmrt&5^-Xw(%dJ7U>YDiV=p10HM8wd+J;e9qr4@mW2g<Fu{OJ5<UXz=dwX
z$>DX5+H%Q;Sm(L=TD{C!GX7$j!SP_-{L<v!)pOXba@4e9y^E;0lxNNO9~r$5WbI8`
z3@UlxFG@o(V1L8it{7}yBYntX!Wsi2C~Jyhi{&gda98%7#FW!kE>_AKc<RA)PbMA@
z!KuwYzy(MTfl0@YEN;^>N&DI!Svs)G;0{*r8(>#R{peHx#*MM*cCm&HA61uzjNno)
z9cg_T%7!?NHde?}ALOmHf-a(XG<RBhAKQrDjaJg(@PGI}_ss0*+OJ9S0RHjF0~<VO
z%f*gwfutVpS~&9>Y*~2gI3)1OoA$4m1{-RZ{fKP2*5FRLvNxe{g#!}HobHF$PN?|?
zbSLetsQs1xl2O+4GR1Gu!ZtvI9rF9?X_Un`Z?LGJNKELBmD<x{m_XDTFJxTP#m&>4
yl?E*+eJNbt-LIF#$Ky}b=UB9%><Q-|Qnj%gb0At!`HZuVkZw$6w&V{u(woM?q$X|v

delta 506
zcmV<W0R{e{1?&Wne1E}i;~)@*?>q&ouGCY!-S*boN{ymDM5<b;dqf1LF$x$2Bx&A$
z!Gl$&Z6v#K4wlXE&&SL##twUNyNes@4)?~&tp<8Sxl`d+z=^7kMqlC7>?fU(&c24m
zd1X{oI|ygGR|{w!k6=Rc5a{nOSOX!I*siRSnH3_BN*IW>m4D|U4_Y-6{6(PbPJq^v
zqH8cJxEefM2+J-~k#B~a?&I4q-K%GG9M*Ehp;FBbd~6pS9A4|FEtjl|b)0Lc)$5og
z)0OHBo=5A)m!|Jsy~NF;j~Z62lZc8-dDJ}L$mleXxm!0GRPxAQm4?ZH@9jMeZd5Cs
zW(f`4Pn)f<?SD%$S%@|8yt^wN+W2^kUahtf&Oio;OnSa&=>?c3=}_A}%LmsqxSiEo
z1MC8+@4bq^3cvdWI5*q^9Ykxbc<=-oqP&+@&{<Izd#k3!mGn8EJo^03gE}rYd<`V;
zal6Gmug-=Z4{1b~X-MFW8}}im&W74~8Id*D8vLQJEORClE^t6nwerdI)(SOWfo`S6
zirT;Vk-W<auc!D2T37=#+AhEAK$9$OV3WU;w)sI)LSL-p4zq3oQA_+3;F>-)mpLj8
wT2T5l|MRe%laP)FQ6FQ`hO%dzf6Ud!rs@OHg31@1eS&;et7c9917DBM3(86S&Hw-a

diff --git a/docs/py-modindex.html b/docs/py-modindex.html
index 090ea7f..37baba9 100644
--- a/docs/py-modindex.html
+++ b/docs/py-modindex.html
@@ -90,6 +90,7 @@
 <li class="toctree-l1"><a class="reference internal" href="examples.html">Examples</a></li>
 <li class="toctree-l1"><a class="reference internal" href="drawmode.html">Draw Mode</a></li>
 <li class="toctree-l1"><a class="reference internal" href="volume.html">Volume Rendering</a></li>
+<li class="toctree-l1"><a class="reference internal" href="annotations.html">Draw Annotations</a></li>
 <li class="toctree-l1"><a class="reference internal" href="gallery.html">Gallery</a></li>
 <li class="toctree-l1"><a class="reference internal" href="apis/modules.html">swc2vtk</a></li>
 </ul>
diff --git a/docs/readme.html b/docs/readme.html
index c93822e..5ca0de5 100644
--- a/docs/readme.html
+++ b/docs/readme.html
@@ -89,6 +89,7 @@
 <li class="toctree-l2"><a class="reference internal" href="#introduction">Introduction</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#installation">Installation</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#quick-example">Quick example</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#reference">Reference</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#citation">Citation</a></li>
 </ul>
 </li>
@@ -166,6 +167,9 @@ <h2>Quick example<a class="headerlink" href="#quick-example" title="Permalink to
 </div>
 <img alt="_images/simple.0003.png" src="_images/simple.0003.png" />
 </div>
+<div class="section" id="reference">
+<h2>Reference<a class="headerlink" href="#reference" title="Permalink to this headline">¶</a></h2>
+</div>
 <div class="section" id="citation">
 <h2>Citation<a class="headerlink" href="#citation" title="Permalink to this headline">¶</a></h2>
 </div>
diff --git a/docs/search.html b/docs/search.html
index 8b42982..7867983 100644
--- a/docs/search.html
+++ b/docs/search.html
@@ -87,6 +87,7 @@
 <li class="toctree-l1"><a class="reference internal" href="examples.html">Examples</a></li>
 <li class="toctree-l1"><a class="reference internal" href="drawmode.html">Draw Mode</a></li>
 <li class="toctree-l1"><a class="reference internal" href="volume.html">Volume Rendering</a></li>
+<li class="toctree-l1"><a class="reference internal" href="annotations.html">Draw Annotations</a></li>
 <li class="toctree-l1"><a class="reference internal" href="gallery.html">Gallery</a></li>
 <li class="toctree-l1"><a class="reference internal" href="apis/modules.html">swc2vtk</a></li>
 </ul>
diff --git a/docs/searchindex.js b/docs/searchindex.js
index 94c8b96..49eab08 100644
--- a/docs/searchindex.js
+++ b/docs/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["gallery","index","volume"],envversion:50,filenames:["gallery.rst","index.rst","volume.rst"],objects:{},objnames:{},objtypes:{},terms:{"class":[],"default":[],"float":[],"function":2,"import":2,"return":[],"static":[],"true":[],_draw:[],activ:2,add:[],add_cylind:[],add_cylinder_p2p:[],add_datafil:[],add_spher:[],add_swc:2,all:[],antenn:1,append:[],author:[],best:[],bool:[],brain:1,cell_data:[],chang:1,circuit:2,citat:1,clear_datafil:[],code:1,color:[],combin:[],compart:[],content:[],convert:[],convert_swc:[],could:[],creat:[],cuboid:[],cylind:[],cylinder_3cel:[],dat:[],data:1,datafil:[],datafilenam:[],datatitl:[],diam:[],diam_ratio:[],diamet:[],div:2,draw:1,draw_mod:1,experiment:2,fals:[],file:[1,2],filedata:[],filenam:[],fix:[],fixedv:[],fixval:[],from:1,galleri:1,gener:1,genprimit:[],gourand:1,header_bas:[],height:[],hemispher:[],hemisphere_cylind:[],index:1,indic:[],inform:[],instal:1,introduct:1,inv_i:[],inv_x:[],inv_z:[],invert:[],join:[],jun:[],lal:1,larg:2,load_swc:[],lobe:1,make:[],map:1,mode:1,model:[],modul:1,morpholog:1,moth:1,move:[],movingv:[],multipl:1,multipli:[],nascii:[],ndataset:[],nebula:[],neural:2,neuron:[1,2],none:[],normal:[],normalize_diam:[],nswc2vtk:[],number:2,origin:2,output:1,outputpo:[],packag:1,page:1,paramet:[],paraview:[],path:[],pip:[],pos1:[],pos2:[],pos_i:[],pos_x:[],pos_z:[],posit:1,program:1,qualiti:[],quick:1,radiu:[],radius_data:[],radius_ratio:[],rang:[],ratio:2,readm:1,region:1,render:1,result1:[],result2:[],result3:[],rot_i:[],rot_z:[],sampl:1,search:1,sequenti:1,set:[],set_draw_mod:[],shade:1,shift:[],shift_i:[],shift_x:[],shift_z:[],show_stat:[],silk:1,simpl:2,simple1:[],simple2:[],simple3:[],simul:1,singl:1,size:[],sphere:[],sqrt:[],standard:1,str:[],structur:2,structured_point:[],submodul:[],swc2vtk:2,swc:[1,2],swc_filenam:[],text:[],thi:2,thu:[],titl:[],top_face_diam:[],type:[],type_data:[],unstructured_grid:[],valu:[],version:[],visual:[],volum:1,volume_header_bas:[],vpc:1,vtk:[1,2],vtkgen:2,vtkgener:2,worm:1,write:[],write_volume_vtk:2,write_vtk:[]},titles:["Gallery","Welcome to swc2vtk&#8217;s documentation!","Volume Rendering"],titleterms:{"default":[],antenn:0,brain:0,chang:[],citat:[],code:2,content:[],data:[],document:1,draw:[],draw_mod:[],exampl:1,file:[],from:[],galleri:0,gener:[],genprimit:[],gourand:[],imag:[1,2],indic:1,instal:[],introduct:[],lal:0,lobe:0,map:0,mode:[],modul:[],morpholog:0,moth:0,multipl:[],neuron:0,output:2,packag:[],posit:[],program:[],quick:[],readm:[],region:0,render:[0,2],sampl:2,sequenti:[],shade:[],silk:0,simul:0,singl:0,standard:0,submodul:[],swc2vtk:1,swc:[],tabl:1,volum:[0,2],vpc:0,vtk:[],vtkgener:[],welcom:1,worm:0}})
\ No newline at end of file
+Search.setIndex({docnames:["annotations","index"],envversion:50,filenames:["annotations.rst","index.rst"],objects:{},objnames:{},objtypes:{},terms:{"class":[],"default":[],"float":[],"function":[],"import":0,"return":[],"static":[],"true":[],_draw:[],activ:[],add:[],add_cylind:[],add_cylinder_p2p:[],add_datafil:[],add_mark:0,add_spher:[],add_swc:0,add_swc_connect:0,add_swc_mark:0,all:[],annot:1,antenn:1,append:[],author:[],base_spher:[],best:[],bool:[],brain:1,cell_data:[],chang:1,circuit:[],citat:1,classmethod:[],clear_datafil:[],code:1,color:[],combin:[],comment:[],compart:1,compartment_index:[],content:[],convert:[],convert_swc:[],could:[],creat:[],cuboid:[],cylind:[],cylinder_3cel:[],dat:[],data:[0,1],datafil:[],datafilenam:[],datatitl:[],diam:[],diam_ratio:[],diamet:[],div:[],draw:1,draw_mod:1,experiment:[],fals:[],file:1,filedata:[],filenam:[],fix:[],fixedv:[],fixval:[],from:1,galleri:1,gener:1,genprimit:[],gourand:1,header_bas:[],height:[],hemispher:[],hemisphere_cylind:[],index:1,indic:[],inform:[],instal:1,introduct:1,inv_i:[],inv_x:[],inv_z:[],invert:[],join:[],jun:[],lal:1,larg:[],like:0,line:[],load_swc:[],lobe:1,make:[],map:1,mark:1,mode:1,model:[],modul:1,morpholog:1,moth:1,move:[],movingv:[],multipl:1,multipli:[],nascii:[],ndataset:[],nebula:[],neural:[],neuron:1,none:[],normal:[],normalize_diam:[],nswc2vtk:[],number:[],origin:[],output:1,outputpo:[],packag:1,page:1,paramet:[],paraview:[],path:[],pip:[],point:0,point_start:[],pos1:[],pos2:[],pos:[],pos_i:[],pos_x:[],pos_z:[],posit:1,program:1,qualiti:[],quick:1,radiu:[],radius_data:[],radius_ratio:[],rang:[],ratio:[],readm:1,refer:1,region:1,render:1,result1:[],result2:[],result3:[],rot_i:[],rot_z:[],sampl:[0,1],search:1,sequenti:1,set:[],set_draw_mod:[],shade:1,shift:[],shift_i:0,shift_x:[],shift_z:[],show_stat:[],silk:1,simpl:0,simple1:[],simple2:[],simple3:[],simple_connect:0,simple_mark:0,simple_swc_mark:0,simul:1,singl:1,size:0,sphere:[],sqrt:[],standard:1,stimul:0,str:[],structur:[],structured_point:[],submodul:[],swc2vtk:0,swc:1,swc_compartment1:[],swc_compartment2:[],swc_filenam:[],swc_index1:[],swc_index2:[],swc_index:[],synaps:1,text:[],thi:[],thu:[],titl:[],top_face_diam:[],type:[],type_data:[],unstructured_grid:[],valu:[],version:[],visual:[],volum:1,volume_header_bas:[],vpc:1,vtk:[0,1],vtkgen:0,vtkgener:0,worm:1,write:[],write_annotation_vtk:0,write_swc:[],write_volume_vtk:[],write_vtk:0},titles:["Draw Annotations","Welcome to swc2vtk&#8217;s documentation!"],titleterms:{"default":[],annot:0,antenn:[],brain:[],chang:[],citat:[],code:[],compart:0,content:[],data:[],document:1,draw:0,draw_mod:[],exampl:1,file:[],from:[],galleri:[],gener:[],genprimit:[],gourand:[],imag:1,indic:1,instal:[],introduct:[],lal:[],lobe:[],map:[],mark:0,mode:[],modul:[],morpholog:[],moth:[],multipl:[],neuron:[],output:[],packag:[],posit:[],program:[],quick:[],readm:[],refer:[],region:[],render:[],sampl:[],sequenti:[],shade:[],silk:[],simul:[],singl:[],standard:[],submodul:[],swc2vtk:1,swc:0,synaps:0,tabl:1,volum:[],vpc:[],vtk:[],vtkgener:[],welcom:1,worm:[]}})
\ No newline at end of file
diff --git a/docs/volume.html b/docs/volume.html
index f9e33c7..a194b79 100644
--- a/docs/volume.html
+++ b/docs/volume.html
@@ -152,7 +152,7 @@ <h2>Sample Code<a class="headerlink" href="#sample-code" title="Permalink to thi
 <li><a class="reference download internal" href="_downloads/simple.swc" download=""><code class="xref download docutils literal"><span class="pre">simple.swc</span></code></a></li>
 </ul>
 <div class="highlight-python"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">swc2vtk</span>
-<span class="n">vtkgen</span> <span class="o">=</span> <span class="n">VtkGenerator</span><span class="p">()</span>
+<span class="n">vtkgen</span> <span class="o">=</span> <span class="n">swc2vtk</span><span class="o">.</span><span class="n">VtkGenerator</span><span class="p">()</span>
 <span class="n">vtkgen</span><span class="o">.</span><span class="n">add_swc</span><span class="p">(</span><span class="s1">&#39;simple.swc&#39;</span><span class="p">))</span>
 <span class="n">vtkgen</span><span class="o">.</span><span class="n">write_volume_vtk</span><span class="p">(</span><span class="s1">&#39;simple.vtk&#39;</span><span class="p">,</span> <span class="n">origin</span><span class="o">=</span><span class="p">(</span><span class="o">-</span><span class="mf">10.0</span><span class="p">,</span> <span class="o">-</span><span class="mf">10.0</span><span class="p">,</span> <span class="o">-</span><span class="mf">10.0</span><span class="p">),</span> <span class="n">ratio</span><span class="o">=</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">div</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">20</span><span class="p">,</span> <span class="mi">20</span><span class="p">))</span>
 </pre></div>
diff --git a/examples/convert_allswc.py b/examples/convert_allswc.py
index ee0abbc..d664af8 100755
--- a/examples/convert_allswc.py
+++ b/examples/convert_allswc.py
@@ -57,22 +57,22 @@
 
 # input_dir = '/home/nebula/git/LAL-VPCmapping/converted_swc'
 input_dir = './swc'
-output_dir = '/home/nebula/work/paraview/standardbrain_colored20170125/'
+output_dir = '/home/nebula/work/paraview/standardbrain20170129/'
 
-filelist = filelist_small2
-# filelist = filelist_all
+# filelist = filelist_small2
+filelist = filelist_all
 if not os.path.isdir(output_dir):
     os.mkdir(output_dir)
 
-for i, filename in enumerate(filelist):
-    vtkgen = swc2vtk.VtkGenerator()
-    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'))
-    vtkgen.write_vtk(os.path.join(output_dir, filename + '.vtk'), radius_data=True, type_data=True)
+# for i, filename in enumerate(filelist):
+#     vtkgen = swc2vtk.VtkGenerator()
+#     vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'))
+#     vtkgen.write_vtk(os.path.join(output_dir, filename + '.vtk'), radius_data=True)
 
 
-# vtkgen = swc2vtk.VtkGenerator()
-# for filename in filelist:
-#     vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'))
-#     vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'), inv_x=True, shift_x=1024.0)
-#
-# vtkgen.write_vtk(os.path.join(output_dir, 'all_normalize.vtk'), coloring=True, normalize_diam=True, radius_data=True, type_data=True)
+vtkgen = swc2vtk.VtkGenerator()
+for filename in filelist:
+    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'))
+    vtkgen.add_swc(os.path.join(input_dir, filename + '.swc'), inv_x=True, shift_x=1024.0)
+
+vtkgen.write_vtk(os.path.join(output_dir, 'all.vtk'), coloring=True, normalize_diam=True, radius_data=True)
diff --git a/swc2vtk/vtkgenerator.py b/swc2vtk/vtkgenerator.py
index 5491977..4a42c27 100644
--- a/swc2vtk/vtkgenerator.py
+++ b/swc2vtk/vtkgenerator.py
@@ -275,13 +275,14 @@ def add_mark(self, pos=(0, 0, 0), size=1.0, data=0.0):
 
     def add_swc_mark(self, swc_index, compartment_index, size=1.0, data=0.0):
         if swc_index < len(self.swc_list):
+            # print self.swc_list[swc_index].data
             if compartment_index in self.swc_list[swc_index].data:
                 self.add_mark(self.swc_list[swc_index].data[compartment_index]['pos'], size=size, data=data)
                 return self.swc_list[swc_index].data[compartment_index]['pos']
             else:
-                print('Warning: Invalid compartment index')
+                print('Warning: Invalid compartment index (swc_id=%d, compartment_id=%d)' % (swc_index, compartment_index))
         else:
-            print('Warning: Invalid swc inexx')
+            print('Warning: Invalid swc index (swc_id=%d)' % swc_index)
 
     def add_swc_connection(self, swc_index1, swc_compartment1, swc_index2, swc_compartment2, size=1.0, data=1.0):
         pos1 = self.add_swc_mark(swc_index1, swc_compartment1, size, data)