From d218ef0097174897634477bcc180b6268ba6c337 Mon Sep 17 00:00:00 2001
From: Paweł Redman <pawel.redman@gmail.com>
Date: Sat, 25 Jul 2020 23:19:41 +0200
Subject: Ensure Python 2 compatibility.

---
 clustering.py |  7 ++++---
 otsu2018.py   | 34 +++++++++++++++++++++++-----------
 2 files changed, 27 insertions(+), 14 deletions(-)

diff --git a/clustering.py b/clustering.py
index 6df6643..d8b1ed9 100644
--- a/clustering.py
+++ b/clustering.py
@@ -9,7 +9,7 @@ from otsu2018 import load_Otsu2018_spectra, Otsu2018Tree
 
 if __name__ == '__main__':
     print('Loading spectral data...')
-    sds = load_Otsu2018_spectra('CommonData/spectrum_m.csv', every_nth=7)
+    sds = load_Otsu2018_spectra('CommonData/spectrum_m.csv', every_nth=100)
     shape = SpectralShape(380, 730, 10)
 
     print('Initializing the tree...')
@@ -23,8 +23,9 @@ if __name__ == '__main__':
     print('Error before: %g' % before)
     print('Error after:  %g' % after)
 
-    print('Saving the dataset...')
-    os.makedirs('datasets', exist_ok=True)
+    print('Saving the dataset...')    
+    if not os.path.exists('datasets'):
+        os.makedirs('datasets')
     data = tree.to_dataset()
     data.to_file('datasets/otsu2018.npz')
     data.to_Python_file('datasets/otsu2018.py')
diff --git a/otsu2018.py b/otsu2018.py
index 884cbcc..6ce2343 100644
--- a/otsu2018.py
+++ b/otsu2018.py
@@ -1,3 +1,5 @@
+from __future__ import print_function
+
 import numpy as np
 import matplotlib.pyplot as plt
 import time
@@ -60,7 +62,8 @@ class PartitionAxis:
         return '%s=%s' % ('yx'[self.direction], repr(self.origin))
 
 
-class Colours:
+# Python 3: drop the subclassing
+class Colours(object):
     """
     Represents multiple colours: their reflectances, XYZ tristimulus values
     and xy coordinates. The cmfs and the illuminant are taken from the parent
@@ -137,7 +140,8 @@ class Otsu2018Error(Exception):
     pass
 
 
-class Node:
+# Python 3: drop the subclassing
+class Node(object):
     """
     Represents a node in the tree tree.
     """
@@ -202,7 +206,9 @@ class Node:
             yield self
         else:
             for child in self.children:
-                yield from child.leaves
+                # (Python 3) yield from child.leaves
+                for leaf in child.leaves:
+                    yield leaf
 
     @property
     def leaves(self):
@@ -411,8 +417,9 @@ class Node:
             return
 
         symbols = ['+', '^', '*', '>', 'o', 'v', 'x', '<']
-        plt.plot(*self.colours.xy.T,
-                 "k" + symbols[number[0] % len(symbols)],
+        # Python 3: plt.plot(*self.colours.xy.T, ...
+        plt.plot(self.colours.xy[:, 0], self.colours.xy[:, 1],
+                 'k' + symbols[number[0] % len(symbols)],
                  label=str(self))
         number[0] += 1
 
@@ -490,7 +497,8 @@ class Otsu2018Tree(Node):
         self.k = 1 / (np.sum(self.cmfs.values[:, 1]
                       * self.illuminant.values) * self.dw)
 
-        super().__init__(self, Colours(self, sds))
+        # Python 3: super().__init__(...)
+        super(Otsu2018Tree, self).__init__(self, Colours(self, sds))
 
     def fast_sd_to_XYZ(self, R):
         """
@@ -596,7 +604,8 @@ class Otsu2018Tree(Node):
                 break
 
             _print('\nSplit %s into %s and %s along %s.'
-                   % (best_leaf, *best_partition, best_axis))
+                   % (best_leaf, best_partition[0], best_partition[1],
+                      best_axis))
             _print('Error is reduced by %g and is now %g, '
                    '%.1f%% of the initial error.'
                    % (leaf.reconstruction_error()
@@ -615,15 +624,18 @@ class Otsu2018Tree(Node):
         """
 
         rows = []
-        leaf_number = 0
+        # (Python 3) leaf_number = 0
+        leaf_number = [0]
         symbol_table = {}
 
         def add_rows(node):
-            nonlocal leaf_number
+            # nonlocal leaf_number
 
             if node.leaf:
-                symbol_table[node] = leaf_number
-                leaf_number += 1
+                # symbol_table[node] = leaf_number
+                # leaf_number += 1
+                symbol_table[node] = leaf_number[0]
+                leaf_number[0] += 1
                 return
 
             symbol_table[node] = -len(rows)
-- 
cgit