From 27b130f58230735c9333c2dd7119ccdc6adbaf38 Mon Sep 17 00:00:00 2001
From: parrt <parrt@cs.usfca.edu>
Date: Sat, 6 Oct 2018 11:51:48 -0700
Subject: [PATCH] Fixes #6; use simple node name to avoid issues with weird
 feature names.

---
 dtreeviz/trees.py        |     6 +-
 notebooks/examples.ipynb | 10775 +++++++++++++++++++------------------
 setup.py                 |     2 +-
 testing/testone.py       |     4 +-
 4 files changed, 5622 insertions(+), 5165 deletions(-)

diff --git a/dtreeviz/trees.py b/dtreeviz/trees.py
index 1c86a1f6..6c5cb959 100644
--- a/dtreeviz/trees.py
+++ b/dtreeviz/trees.py
@@ -163,11 +163,7 @@ def dtreeviz(tree_model: (tree.DecisionTreeRegressor, tree.DecisionTreeClassifie
     :return: A string in graphviz DOT language that describes the decision tree.
     """
     def node_name(node : ShadowDecTreeNode) -> str:
-        if node.feature_name() is None:
-            return f"node{node.id}"
-        node_name = ''.join(c for c in node.feature_name() if c not in string.punctuation)+str(node.id)
-        node_name = re.sub("["+string.punctuation+string.whitespace+"]", '_', node_name)
-        return node_name
+        return f"node{node.id}"
 
     def split_node(name, node_name, split):
         if fancy:
diff --git a/notebooks/examples.ipynb b/notebooks/examples.ipynb
index 5fccdcbe..fa7aeb19 100644
--- a/notebooks/examples.ipynb
+++ b/notebooks/examples.ipynb
@@ -23,7 +23,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 9,
    "metadata": {
     "collapsed": true
    },
@@ -51,7 +51,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -519,624 +519,927 @@
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       "text/plain": [
-       "<dtreeviz.trees.DTreeViz at 0x122150f60>"
+       "<dtreeviz.trees.DTreeViz at 0x12507dac8>"
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      },
-     "execution_count": 3,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
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@@ -5360,7 +5947,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
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       "text/plain": [
-       "<dtreeviz.trees.DTreeViz at 0x122787eb8>"
+       "<dtreeviz.trees.DTreeViz at 0x124fb49e8>"
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-     "execution_count": 4,
+     "execution_count": 12,
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@@ -6323,7 +6874,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 13,
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    "outputs": [
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-     "execution_count": 5,
+     "execution_count": 13,
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@@ -7826,7 +8377,7 @@
   },
   {
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-   "execution_count": 6,
+   "execution_count": 14,
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@@ -9408,10 +9960,10 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<dtreeviz.trees.DTreeViz at 0x12174feb8>"
+       "<dtreeviz.trees.DTreeViz at 0x124ee1470>"
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      },
-     "execution_count": 6,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
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@@ -9455,14 +10007,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
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-       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 140 390 L 140 376 L 159 376 L 159 390 Z M 140 390 \"/>\n",
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-       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 180 390 L 180 376 L 201 376 L 201 390 Z M 180 390 \"/>\n",
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-       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 201 390 L 201 376 L 220 376 L 220 390 Z M 201 390 \"/>\n",
+       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 197 390 L 197 376 L 216 376 L 216 390 Z M 197 390 \"/>\n",
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@@ -14652,7 +15115,7 @@
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-       "  <use xlink:href=\"#glyph3-4\" x=\"71.217041\" y=\"399.79834\"/>\n",
+       "  <use xlink:href=\"#glyph3-2\" x=\"71.217041\" y=\"399.79834\"/>\n",
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        "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 77 404 L 77 390 L 98 390 L 98 404 Z M 77 404 \"/>\n",
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@@ -14662,83 +15125,81 @@
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-       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 98 404 L 98 390 L 119 390 L 119 404 Z M 98 404 \"/>\n",
+       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 98 404 L 98 390 L 117 390 L 117 404 Z M 98 404 \"/>\n",
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-       "  <use xlink:href=\"#glyph3-2\" x=\"113.217041\" y=\"399.79834\"/>\n",
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-       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 119 404 L 119 390 L 140 390 L 140 404 Z M 119 404 \"/>\n",
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-       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 140 404 L 140 390 L 159 390 L 159 404 Z M 140 404 \"/>\n",
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-       "<path style=\" stroke:none;fill-rule:nonzero;fill:rgb(100%,100%,100%);fill-opacity:1;\" d=\"M 159 404 L 159 390 L 180 390 L 180 404 Z M 159 404 \"/>\n",
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-       "  <use xlink:href=\"#glyph3-7\" x=\"143.35083\" y=\"362.79834\"/>\n",
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+       "  <use xlink:href=\"#glyph3-19\" x=\"125.29248\" y=\"362.79834\"/>\n",
+       "  <use xlink:href=\"#glyph3-6\" x=\"129.881104\" y=\"362.79834\"/>\n",
+       "  <use xlink:href=\"#glyph3-3\" x=\"134.469727\" y=\"362.79834\"/>\n",
+       "  <use xlink:href=\"#glyph3-6\" x=\"136.762207\" y=\"362.79834\"/>\n",
+       "  <use xlink:href=\"#glyph3-20\" x=\"141.35083\" y=\"362.79834\"/>\n",
        "</g>\n",
        "</g>\n",
        "</svg>\n"
       ],
       "text/plain": [
-       "<dtreeviz.trees.DTreeViz at 0x1221465c0>"
+       "<dtreeviz.trees.DTreeViz at 0x12400e3c8>"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -14775,7 +15236,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -15070,10 +15531,10 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<dtreeviz.trees.DTreeViz at 0x11ee45978>"
+       "<dtreeviz.trees.DTreeViz at 0x124137160>"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -15131,7 +15592,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.3"
+   "version": "3.6.5"
   },
   "toc": {
    "nav_menu": {},
diff --git a/setup.py b/setup.py
index e6cdbf7b..a6541a77 100644
--- a/setup.py
+++ b/setup.py
@@ -2,7 +2,7 @@
 
 setup(
     name='dtreeviz',
-    version='0.2.1',
+    version='0.2.2',
     url='https://github.com/parrt/dtreeviz',
     license='MIT',
     packages=find_packages(),
diff --git a/testing/testone.py b/testing/testone.py
index 7fecb613..6a0e29cc 100644
--- a/testing/testone.py
+++ b/testing/testone.py
@@ -129,9 +129,9 @@ def viz_digits(orientation="TD", max_depth=3, random_state=666, fancy=True, pick
     return viz
 
 
-#viz = viz_boston(fancy=False, max_depth=100, orientation='TD')
+viz = viz_boston(fancy=False, max_depth=100, orientation='TD')
 #st = viz_breast_cancer(fancy=True, orientation='TD')
-viz = viz_iris(fancy=True, orientation='TD')
+#viz = viz_iris(fancy=True, orientation='TD')
 #viz = viz_digits(fancy=True, max_depth=3, orientation='TD')
 #viz = viz_knowledge(fancy=True, orientation='TD', max_depth=4)
 #g = graphviz.Source(st)