7. Toxicity Chart.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Wie giftig ist der Quelltext?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Verbindung zur Datenbank\n",
    "Es wird eine Verbindung zur Neo4j-Datenbank aufgebaut."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import py2neo\n",
    "\n",
    "graph = py2neo.Graph(bolt=True, host='localhost', user='neo4j', password='neo4j')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Cypher-Abfrage\n",
    "Es werden mehrere Abfragen an die Datenbank gestellt. Die Ergebnisse werden in Dataframes (pandas) gespeichert und schließlich in einem Dataframe zusammengeführt."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "classfanoutcomplexity_query =\"MATCH (c:Type)-[:DEPENDS_ON]->(d:Type) WHERE NOT c.name CONTAINS '$' RETURN DISTINCT c.fqn as Type, count(d) AS ClassFanOutComplexity ORDER BY ClassFanOutComplexity DESC\"\n",
    "classfanoutcomplexity_df = pd.DataFrame(graph.run(classfanoutcomplexity_query).data())\n",
    "\n",
    "cyclomaticcomplexity_query =\"MATCH (c:Type)-[DECLARES]->(m:Method) WHERE NOT c.name CONTAINS '$' AND EXISTS(m.cyclomaticComplexity) RETURN DISTINCT m.signature AS Method, c.fqn AS Type, m.cyclomaticComplexity as CyclomaticComplexity ORDER BY CyclomaticComplexity DESC\"\n",
    "cyclomaticComplexity_df = pd.DataFrame(graph.run(cyclomaticcomplexity_query).data())\n",
    "\n",
    "methodlength_query =\"MATCH (c:Type)-[DECLARES]->(m:Method) WHERE NOT c.name CONTAINS '$' AND EXISTS(m.effectiveLineCount) RETURN DISTINCT m.signature AS Method, c.fqn AS Type, m.effectiveLineCount AS MethodLength ORDER BY MethodLength DESC\"\n",
    "methodLength_df = pd.DataFrame(graph.run(methodlength_query).data())\n",
    "\n",
    "parameternumber_query =\"MATCH (c:Type)-[DECLARES]->(m:Method)-[HAS]->(p:Parameter) WHERE NOT c.name CONTAINS '$' RETURN m.signature AS Method, c.fqn AS Type, count(p) AS ParameterNumber ORDER BY ParameterNumber DESC\"\n",
    "parameterNumber_df = pd.DataFrame(graph.run(parameternumber_query).data())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. Datenaufbereitung\n",
    "Zunächst werden die vier Dataframes bereinigt. Hierzu müssen alle Zeilen (Klassen oder Methoden) mittels der Methode ```drop()``` und der Option ```inplace = True```gelöscht werden, die geringer als folgende Schwellenwerte sind.\n",
    "\n",
    "Metrik |\tSchwellenwert\n",
    "---- |----\n",
    "ClassFanOutComplexity | 30\n",
    "CyclomaticComplexity | 10\n",
    "MethodLength | 30\n",
    "ParameterNumber | 6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ClassFanOutComplexity</th>\n",
       "      <th>Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>71</td>\n",
       "      <td>org.junit.experimental.categories.CategoryTest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>61</td>\n",
       "      <td>org.junit.rules.ExpectedExceptionTest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>58</td>\n",
       "      <td>org.junit.tests.running.methods.AnnotationTest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>50</td>\n",
       "      <td>org.junit.runners.ParentRunner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>50</td>\n",
       "      <td>org.junit.tests.running.classes.ParameterizedT...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   ClassFanOutComplexity                                               Type\n",
       "0                     71     org.junit.experimental.categories.CategoryTest\n",
       "1                     61              org.junit.rules.ExpectedExceptionTest\n",
       "2                     58     org.junit.tests.running.methods.AnnotationTest\n",
       "3                     50                     org.junit.runners.ParentRunner\n",
       "4                     50  org.junit.tests.running.classes.ParameterizedT..."
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CyclomaticComplexity</th>\n",
       "      <th>Method</th>\n",
       "      <th>Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18</td>\n",
       "      <td>void arrayEquals(java.lang.String,java.lang.Ob...</td>\n",
       "      <td>org.junit.internal.ComparisonCriteria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>13</td>\n",
       "      <td>junit.framework.TestResult start(java.lang.Str...</td>\n",
       "      <td>junit.textui.TestRunner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>13</td>\n",
       "      <td>java.lang.String[] parseOptions(java.lang.Stri...</td>\n",
       "      <td>org.junit.runner.JUnitCommandLineParseResult</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>void execTest(java.lang.String,boolean)</td>\n",
       "      <td>junit.tests.runner.TextRunnerTest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>12</td>\n",
       "      <td>void validateFields(java.util.List)</td>\n",
       "      <td>org.junit.runners.parameterized.BlockJUnit4Cla...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   CyclomaticComplexity                                             Method  \\\n",
       "0                    18  void arrayEquals(java.lang.String,java.lang.Ob...   \n",
       "1                    13  junit.framework.TestResult start(java.lang.Str...   \n",
       "2                    13  java.lang.String[] parseOptions(java.lang.Stri...   \n",
       "3                    12            void execTest(java.lang.String,boolean)   \n",
       "4                    12                void validateFields(java.util.List)   \n",
       "\n",
       "                                                Type  \n",
       "0              org.junit.internal.ComparisonCriteria  \n",
       "1                            junit.textui.TestRunner  \n",
       "2       org.junit.runner.JUnitCommandLineParseResult  \n",
       "3                  junit.tests.runner.TextRunnerTest  \n",
       "4  org.junit.runners.parameterized.BlockJUnit4Cla...  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Method</th>\n",
       "      <th>MethodLength</th>\n",
       "      <th>Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>java.lang.Object[][] testsWithEventMatcher()</td>\n",
       "      <td>60</td>\n",
       "      <td>org.junit.rules.ErrorCollectorTest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>java.util.Collection testsWithEventMatcher()</td>\n",
       "      <td>55</td>\n",
       "      <td>org.junit.rules.ExpectedExceptionTest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>void arrayEquals(java.lang.String,java.lang.Ob...</td>\n",
       "      <td>35</td>\n",
       "      <td>org.junit.internal.ComparisonCriteria</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>junit.framework.Test getTest(java.lang.String)</td>\n",
       "      <td>34</td>\n",
       "      <td>junit.runner.BaseTestRunner</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                              Method  MethodLength  \\\n",
       "0       java.lang.Object[][] testsWithEventMatcher()            60   \n",
       "1       java.util.Collection testsWithEventMatcher()            55   \n",
       "2  void arrayEquals(java.lang.String,java.lang.Ob...            35   \n",
       "3     junit.framework.Test getTest(java.lang.String)            34   \n",
       "\n",
       "                                    Type  \n",
       "0     org.junit.rules.ErrorCollectorTest  \n",
       "1  org.junit.rules.ExpectedExceptionTest  \n",
       "2  org.junit.internal.ComparisonCriteria  \n",
       "3            junit.runner.BaseTestRunner  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Method</th>\n",
       "      <th>ParameterNumber</th>\n",
       "      <th>Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [Method, ParameterNumber, Type]\n",
       "Index: []"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Entferne alle Klassen, die weniger als 30 Abhängigkeiten zu anderen Klassen besitzen.\n",
    "classfanoutcomplexity_df.drop(classfanoutcomplexity_df[classfanoutcomplexity_df['ClassFanOutComplexity'] < 30 ].index , inplace=True)\n",
    "display(classfanoutcomplexity_df.head())\n",
    "\n",
    "# Entferne alle Methoden, deren zyklomatische Komplexität kleiner als 10 ist.\n",
    "cyclomaticComplexity_df.drop(cyclomaticComplexity_df[cyclomaticComplexity_df['CyclomaticComplexity']<10].index, inplace=True)\n",
    "display(cyclomaticComplexity_df.head())\n",
    "\n",
    "# Entferne alle Methoden, deren Anzahl der Quelltextzeilen kleiner als 30 ist.\n",
    "methodLength_df.drop(methodLength_df[methodLength_df['MethodLength'] < 30 ].index , inplace=True)\n",
    "display(methodLength_df.head())\n",
    "\n",
    "# Entferne alle Methoden, die weniger als 6 Paramter besitzen.\n",
    "parameterNumber_df.drop(parameterNumber_df[parameterNumber_df['ParameterNumber'] < 6 ].index , inplace=True)\n",
    "display(parameterNumber_df.head())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Als Nächstes werden die drei Dataframes ```cyclomaticComplexity_df```, ```methodLength_df``` und ```parameterNumber_df``` mittels der Methode ```merge()``` über die gemeinsame Spalte ```on = 'Type'``` mit der Option ``` how = 'outer'``` zusammengeführt und im Dataframe ```method_metrics_df``` gespeichert. Alle Zellen, die keinen Wert besitzen (NaN), werden mittels der Methode ```fillna(0)``` auf 0 gesetzt. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CyclomaticComplexity</th>\n",
       "      <th>Method</th>\n",
       "      <th>Type</th>\n",
       "      <th>MethodLength</th>\n",
       "      <th>ParameterNumber</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18.0</td>\n",
       "      <td>void arrayEquals(java.lang.String,java.lang.Ob...</td>\n",
       "      <td>org.junit.internal.ComparisonCriteria</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>13.0</td>\n",
       "      <td>junit.framework.TestResult start(java.lang.Str...</td>\n",
       "      <td>junit.textui.TestRunner</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>13.0</td>\n",
       "      <td>java.lang.String[] parseOptions(java.lang.Stri...</td>\n",
       "      <td>org.junit.runner.JUnitCommandLineParseResult</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12.0</td>\n",
       "      <td>void execTest(java.lang.String,boolean)</td>\n",
       "      <td>junit.tests.runner.TextRunnerTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>12.0</td>\n",
       "      <td>void validateFields(java.util.List)</td>\n",
       "      <td>org.junit.runners.parameterized.BlockJUnit4Cla...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>12.0</td>\n",
       "      <td>void readPreferences()</td>\n",
       "      <td>junit.runner.BaseTestRunner</td>\n",
       "      <td>34.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>11.0</td>\n",
       "      <td>java.lang.String processArguments(java.lang.St...</td>\n",
       "      <td>junit.runner.BaseTestRunner</td>\n",
       "      <td>34.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>12.0</td>\n",
       "      <td>void evaluate()</td>\n",
       "      <td>org.junit.internal.runners.statements.RunAfters</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>10.0</td>\n",
       "      <td>void runBare()</td>\n",
       "      <td>junit.framework.TestCase</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10.0</td>\n",
       "      <td>java.io.File newFolder(java.lang.String[])</td>\n",
       "      <td>org.junit.rules.TemporaryFolder</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10.0</td>\n",
       "      <td>void validateTestMethods(java.lang.Class,boolean)</td>\n",
       "      <td>org.junit.internal.runners.MethodValidator</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>10.0</td>\n",
       "      <td>java.util.List getCauseStackTraceLines(java.la...</td>\n",
       "      <td>org.junit.internal.Throwables</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>org.junit.rules.ErrorCollectorTest</td>\n",
       "      <td>60.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>org.junit.rules.ExpectedExceptionTest</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    CyclomaticComplexity                                             Method  \\\n",
       "0                   18.0  void arrayEquals(java.lang.String,java.lang.Ob...   \n",
       "1                   13.0  junit.framework.TestResult start(java.lang.Str...   \n",
       "2                   13.0  java.lang.String[] parseOptions(java.lang.Stri...   \n",
       "3                   12.0            void execTest(java.lang.String,boolean)   \n",
       "4                   12.0                void validateFields(java.util.List)   \n",
       "5                   12.0                             void readPreferences()   \n",
       "6                   11.0  java.lang.String processArguments(java.lang.St...   \n",
       "7                   12.0                                    void evaluate()   \n",
       "8                   10.0                                     void runBare()   \n",
       "9                   10.0         java.io.File newFolder(java.lang.String[])   \n",
       "10                  10.0  void validateTestMethods(java.lang.Class,boolean)   \n",
       "11                  10.0  java.util.List getCauseStackTraceLines(java.la...   \n",
       "12                   0.0                                                  0   \n",
       "13                   0.0                                                  0   \n",
       "\n",
       "                                                 Type  MethodLength  \\\n",
       "0               org.junit.internal.ComparisonCriteria          35.0   \n",
       "1                             junit.textui.TestRunner           0.0   \n",
       "2        org.junit.runner.JUnitCommandLineParseResult           0.0   \n",
       "3                   junit.tests.runner.TextRunnerTest           0.0   \n",
       "4   org.junit.runners.parameterized.BlockJUnit4Cla...           0.0   \n",
       "5                         junit.runner.BaseTestRunner          34.0   \n",
       "6                         junit.runner.BaseTestRunner          34.0   \n",
       "7     org.junit.internal.runners.statements.RunAfters           0.0   \n",
       "8                            junit.framework.TestCase           0.0   \n",
       "9                     org.junit.rules.TemporaryFolder           0.0   \n",
       "10         org.junit.internal.runners.MethodValidator           0.0   \n",
       "11                      org.junit.internal.Throwables           0.0   \n",
       "12                 org.junit.rules.ErrorCollectorTest          60.0   \n",
       "13              org.junit.rules.ExpectedExceptionTest          55.0   \n",
       "\n",
       "    ParameterNumber  \n",
       "0               0.0  \n",
       "1               0.0  \n",
       "2               0.0  \n",
       "3               0.0  \n",
       "4               0.0  \n",
       "5               0.0  \n",
       "6               0.0  \n",
       "7               0.0  \n",
       "8               0.0  \n",
       "9               0.0  \n",
       "10              0.0  \n",
       "11              0.0  \n",
       "12              0.0  \n",
       "13              0.0  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Die drei Dataframes mit Methodenmetriken werden zusammengeführt und im Dataframe method_metrics_df abgebildet.\n",
    "method_metrics_df = pd.merge(cyclomaticComplexity_df, methodLength_df[['Type', 'MethodLength']], how='outer', on = 'Type').merge(parameterNumber_df[['Type', 'ParameterNumber']], how='outer', on = 'Type')\n",
    "\n",
    "\n",
    "# Fehlende Werte werden auf 0 gesetzt.\n",
    "method_metrics_df = method_metrics_df.fillna(0)\n",
    "method_metrics_df.head(20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Im folgenden Codeabschnitt werden im Dataframe ```method_metrics_df``` mehrfach auftretende Typen mittels der Methode ```groupBy()``` zusammengeführt."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Type</th>\n",
       "      <th>CyclomaticComplexity</th>\n",
       "      <th>MethodLength</th>\n",
       "      <th>ParameterNumber</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>junit.framework.TestCase</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>junit.runner.BaseTestRunner</td>\n",
       "      <td>23.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>junit.tests.runner.TextRunnerTest</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>junit.textui.TestRunner</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>org.junit.internal.ComparisonCriteria</td>\n",
       "      <td>18.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>org.junit.internal.Throwables</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>org.junit.internal.runners.MethodValidator</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>org.junit.internal.runners.statements.RunAfters</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>org.junit.rules.ErrorCollectorTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>org.junit.rules.ExpectedExceptionTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>org.junit.rules.TemporaryFolder</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>org.junit.runner.JUnitCommandLineParseResult</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>org.junit.runners.parameterized.BlockJUnit4Cla...</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 Type  CyclomaticComplexity  \\\n",
       "0                            junit.framework.TestCase                  10.0   \n",
       "1                         junit.runner.BaseTestRunner                  23.0   \n",
       "2                   junit.tests.runner.TextRunnerTest                  12.0   \n",
       "3                             junit.textui.TestRunner                  13.0   \n",
       "4               org.junit.internal.ComparisonCriteria                  18.0   \n",
       "5                       org.junit.internal.Throwables                  10.0   \n",
       "6          org.junit.internal.runners.MethodValidator                  10.0   \n",
       "7     org.junit.internal.runners.statements.RunAfters                  12.0   \n",
       "8                  org.junit.rules.ErrorCollectorTest                   0.0   \n",
       "9               org.junit.rules.ExpectedExceptionTest                   0.0   \n",
       "10                    org.junit.rules.TemporaryFolder                  10.0   \n",
       "11       org.junit.runner.JUnitCommandLineParseResult                  13.0   \n",
       "12  org.junit.runners.parameterized.BlockJUnit4Cla...                  12.0   \n",
       "\n",
       "    MethodLength  ParameterNumber  \n",
       "0            0.0              0.0  \n",
       "1           68.0              0.0  \n",
       "2            0.0              0.0  \n",
       "3            0.0              0.0  \n",
       "4           35.0              0.0  \n",
       "5            0.0              0.0  \n",
       "6            0.0              0.0  \n",
       "7            0.0              0.0  \n",
       "8           60.0              0.0  \n",
       "9           55.0              0.0  \n",
       "10           0.0              0.0  \n",
       "11           0.0              0.0  \n",
       "12           0.0              0.0  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Führe mehrfach auftretende Typen zusammen.\n",
    "method_metrics_df = method_metrics_df.groupby(\"Type\", as_index=False).sum()\n",
    "method_metrics_df.head(20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Als Nächstes werden die beiden Dataframes ```classfanoutcomplexity_df``` und ```method_metrics_df``` mittels der Methode ```merge()``` über die gemeinsame Spalte ```on = 'Type'``` mit der Option ``` how = 'outer'``` zusammengeführt und im Dataframe ```toxicity_df``` gespeichert. Alle Zellen, die keinen Wert besitzen (NaN), werden mittels der Methode ```fillna(0)``` auf 0 gesetzt. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ClassFanOutComplexity</th>\n",
       "      <th>Type</th>\n",
       "      <th>CyclomaticComplexity</th>\n",
       "      <th>MethodLength</th>\n",
       "      <th>ParameterNumber</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>71.0</td>\n",
       "      <td>org.junit.experimental.categories.CategoryTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>61.0</td>\n",
       "      <td>org.junit.rules.ExpectedExceptionTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>58.0</td>\n",
       "      <td>org.junit.tests.running.methods.AnnotationTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>50.0</td>\n",
       "      <td>org.junit.runners.ParentRunner</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>50.0</td>\n",
       "      <td>org.junit.tests.running.classes.ParameterizedT...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>48.0</td>\n",
       "      <td>org.junit.runners.BlockJUnit4ClassRunner</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>45.0</td>\n",
       "      <td>org.junit.rules.TestRuleTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>43.0</td>\n",
       "      <td>junit.runner.BaseTestRunner</td>\n",
       "      <td>23.0</td>\n",
       "      <td>68.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>42.0</td>\n",
       "      <td>org.junit.tests.running.methods.TimeoutTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>41.0</td>\n",
       "      <td>org.junit.runners.model.TestClass</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>40.0</td>\n",
       "      <td>org.junit.rules.RuleMemberValidatorTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>39.0</td>\n",
       "      <td>org.junit.rules.ErrorCollectorTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>39.0</td>\n",
       "      <td>org.junit.tests.experimental.max.MaxStarterTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>39.0</td>\n",
       "      <td>org.junit.internal.StackTracesTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>37.0</td>\n",
       "      <td>org.junit.runners.model.TestClassTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>36.0</td>\n",
       "      <td>org.junit.runners.parameterized.BlockJUnit4Cla...</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>36.0</td>\n",
       "      <td>org.junit.tests.assertion.AssertionTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>34.0</td>\n",
       "      <td>org.junit.internal.runners.statements.FailOnTi...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>33.0</td>\n",
       "      <td>org.junit.runner.notification.RunNotifier</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>33.0</td>\n",
       "      <td>junit.framework.Assert</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    ClassFanOutComplexity                                               Type  \\\n",
       "0                    71.0     org.junit.experimental.categories.CategoryTest   \n",
       "1                    61.0              org.junit.rules.ExpectedExceptionTest   \n",
       "2                    58.0     org.junit.tests.running.methods.AnnotationTest   \n",
       "3                    50.0                     org.junit.runners.ParentRunner   \n",
       "4                    50.0  org.junit.tests.running.classes.ParameterizedT...   \n",
       "5                    48.0           org.junit.runners.BlockJUnit4ClassRunner   \n",
       "6                    45.0                       org.junit.rules.TestRuleTest   \n",
       "7                    43.0                        junit.runner.BaseTestRunner   \n",
       "8                    42.0        org.junit.tests.running.methods.TimeoutTest   \n",
       "9                    41.0                  org.junit.runners.model.TestClass   \n",
       "10                   40.0            org.junit.rules.RuleMemberValidatorTest   \n",
       "11                   39.0                 org.junit.rules.ErrorCollectorTest   \n",
       "12                   39.0    org.junit.tests.experimental.max.MaxStarterTest   \n",
       "13                   39.0                 org.junit.internal.StackTracesTest   \n",
       "14                   37.0              org.junit.runners.model.TestClassTest   \n",
       "15                   36.0  org.junit.runners.parameterized.BlockJUnit4Cla...   \n",
       "16                   36.0            org.junit.tests.assertion.AssertionTest   \n",
       "17                   34.0  org.junit.internal.runners.statements.FailOnTi...   \n",
       "18                   33.0          org.junit.runner.notification.RunNotifier   \n",
       "19                   33.0                             junit.framework.Assert   \n",
       "\n",
       "    CyclomaticComplexity  MethodLength  ParameterNumber  \n",
       "0                    0.0           0.0              0.0  \n",
       "1                    0.0          55.0              0.0  \n",
       "2                    0.0           0.0              0.0  \n",
       "3                    0.0           0.0              0.0  \n",
       "4                    0.0           0.0              0.0  \n",
       "5                    0.0           0.0              0.0  \n",
       "6                    0.0           0.0              0.0  \n",
       "7                   23.0          68.0              0.0  \n",
       "8                    0.0           0.0              0.0  \n",
       "9                    0.0           0.0              0.0  \n",
       "10                   0.0           0.0              0.0  \n",
       "11                   0.0          60.0              0.0  \n",
       "12                   0.0           0.0              0.0  \n",
       "13                   0.0           0.0              0.0  \n",
       "14                   0.0           0.0              0.0  \n",
       "15                  12.0           0.0              0.0  \n",
       "16                   0.0           0.0              0.0  \n",
       "17                   0.0           0.0              0.0  \n",
       "18                   0.0           0.0              0.0  \n",
       "19                   0.0           0.0              0.0  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Die Dataframes classfanoutcomplexity_df und method_metrics_df werden zusammengeführt.\n",
    "toxicity_df = pd.merge(classfanoutcomplexity_df, method_metrics_df, how='outer', on = 'Type')\n",
    "\n",
    "# Fehlende Werte werden auf 0 gesetzt.\n",
    "toxicity_df= toxicity_df.fillna(0)\n",
    "toxicity_df.head(20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Jetzt wird mittels ```apply()``` im resultierenden Dataframe für jede Spalte der Toxicity-Wert berechnet, indem die absoluten Werte durch den jeweiligen Schwellenwert geteilt werden. Der absolute Wert wird dabei stets überschrieben. Zudem wird die Spalte ```ToxicityScore``` als Summe aller Toxicity-Werte für eine Klasse eingeführt und alle Werte entsprechend des Toxicity-Scores absteigend sortiert."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ClassFanOutComplexity</th>\n",
       "      <th>Type</th>\n",
       "      <th>CyclomaticComplexity</th>\n",
       "      <th>MethodLength</th>\n",
       "      <th>ParameterNumber</th>\n",
       "      <th>ToxicityScore</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.433333</td>\n",
       "      <td>junit.runner.BaseTestRunner</td>\n",
       "      <td>2.3</td>\n",
       "      <td>2.266667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2.033333</td>\n",
       "      <td>org.junit.rules.ExpectedExceptionTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.866667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1.300000</td>\n",
       "      <td>org.junit.rules.ErrorCollectorTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>org.junit.internal.ComparisonCriteria</td>\n",
       "      <td>1.8</td>\n",
       "      <td>1.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.966667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1.200000</td>\n",
       "      <td>org.junit.runners.parameterized.BlockJUnit4Cla...</td>\n",
       "      <td>1.2</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.400000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2.366667</td>\n",
       "      <td>org.junit.experimental.categories.CategoryTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.366667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.933333</td>\n",
       "      <td>org.junit.tests.running.methods.AnnotationTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.933333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.666667</td>\n",
       "      <td>org.junit.runners.ParentRunner</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.666667</td>\n",
       "      <td>org.junit.tests.running.classes.ParameterizedT...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.666667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.600000</td>\n",
       "      <td>org.junit.runners.BlockJUnit4ClassRunner</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.600000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.500000</td>\n",
       "      <td>org.junit.rules.TestRuleTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1.400000</td>\n",
       "      <td>org.junit.tests.running.methods.TimeoutTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.400000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1.366667</td>\n",
       "      <td>org.junit.runners.model.TestClass</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.366667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1.333333</td>\n",
       "      <td>org.junit.rules.RuleMemberValidatorTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>junit.textui.TestRunner</td>\n",
       "      <td>1.3</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>org.junit.runner.JUnitCommandLineParseResult</td>\n",
       "      <td>1.3</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1.300000</td>\n",
       "      <td>org.junit.tests.experimental.max.MaxStarterTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.300000</td>\n",
       "      <td>org.junit.internal.StackTracesTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.300000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1.233333</td>\n",
       "      <td>org.junit.runners.model.TestClassTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.233333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1.200000</td>\n",
       "      <td>org.junit.tests.assertion.AssertionTest</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.200000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    ClassFanOutComplexity                                               Type  \\\n",
       "7                1.433333                        junit.runner.BaseTestRunner   \n",
       "1                2.033333              org.junit.rules.ExpectedExceptionTest   \n",
       "11               1.300000                 org.junit.rules.ErrorCollectorTest   \n",
       "34               0.000000              org.junit.internal.ComparisonCriteria   \n",
       "15               1.200000  org.junit.runners.parameterized.BlockJUnit4Cla...   \n",
       "0                2.366667     org.junit.experimental.categories.CategoryTest   \n",
       "2                1.933333     org.junit.tests.running.methods.AnnotationTest   \n",
       "3                1.666667                     org.junit.runners.ParentRunner   \n",
       "4                1.666667  org.junit.tests.running.classes.ParameterizedT...   \n",
       "5                1.600000           org.junit.runners.BlockJUnit4ClassRunner   \n",
       "6                1.500000                       org.junit.rules.TestRuleTest   \n",
       "8                1.400000        org.junit.tests.running.methods.TimeoutTest   \n",
       "9                1.366667                  org.junit.runners.model.TestClass   \n",
       "10               1.333333            org.junit.rules.RuleMemberValidatorTest   \n",
       "33               0.000000                            junit.textui.TestRunner   \n",
       "39               0.000000       org.junit.runner.JUnitCommandLineParseResult   \n",
       "12               1.300000    org.junit.tests.experimental.max.MaxStarterTest   \n",
       "13               1.300000                 org.junit.internal.StackTracesTest   \n",
       "14               1.233333              org.junit.runners.model.TestClassTest   \n",
       "16               1.200000            org.junit.tests.assertion.AssertionTest   \n",
       "\n",
       "    CyclomaticComplexity  MethodLength  ParameterNumber  ToxicityScore  \n",
       "7                    2.3      2.266667              0.0       6.000000  \n",
       "1                    0.0      1.833333              0.0       3.866667  \n",
       "11                   0.0      2.000000              0.0       3.300000  \n",
       "34                   1.8      1.166667              0.0       2.966667  \n",
       "15                   1.2      0.000000              0.0       2.400000  \n",
       "0                    0.0      0.000000              0.0       2.366667  \n",
       "2                    0.0      0.000000              0.0       1.933333  \n",
       "3                    0.0      0.000000              0.0       1.666667  \n",
       "4                    0.0      0.000000              0.0       1.666667  \n",
       "5                    0.0      0.000000              0.0       1.600000  \n",
       "6                    0.0      0.000000              0.0       1.500000  \n",
       "8                    0.0      0.000000              0.0       1.400000  \n",
       "9                    0.0      0.000000              0.0       1.366667  \n",
       "10                   0.0      0.000000              0.0       1.333333  \n",
       "33                   1.3      0.000000              0.0       1.300000  \n",
       "39                   1.3      0.000000              0.0       1.300000  \n",
       "12                   0.0      0.000000              0.0       1.300000  \n",
       "13                   0.0      0.000000              0.0       1.300000  \n",
       "14                   0.0      0.000000              0.0       1.233333  \n",
       "16                   0.0      0.000000              0.0       1.200000  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Berechne den Toxicity-Wert für ClassFanOutComplexity.\n",
    "toxicity_df['ClassFanOutComplexity'] = toxicity_df['ClassFanOutComplexity'].apply(lambda value: value/30)\n",
    "\n",
    "# Berechne den Toxicity-Wert für CyclomaticComplexity.\n",
    "toxicity_df['CyclomaticComplexity'] = toxicity_df['CyclomaticComplexity'].apply(lambda value: value/10)\n",
    "\n",
    "# Berechne den Toxicity-Wert für MethodLength.\n",
    "toxicity_df['MethodLength'] = toxicity_df['MethodLength'].apply(lambda value: value/30)\n",
    "\n",
    "# Berechne den Toxicity-Wert für ParameterNumber.\n",
    "toxicity_df['ParameterNumber'] = toxicity_df['ParameterNumber'].apply(lambda value: value/6)\n",
    "\n",
    "# Erzeuge die Spalte ToxicityScore und berechne die Zeilensumme aus ClassFanOutComplexity, CyclomaticComplexity, MethodLength und ParameterNumber.\n",
    "toxicity_df['ToxicityScore'] = toxicity_df.ClassFanOutComplexity + toxicity_df.CyclomaticComplexity + toxicity_df.MethodLength + toxicity_df.ParameterNumber\n",
    "\n",
    "# Sortiere alle Werte absteigend nach dem ToxicityScore.\n",
    "toxicity_df = toxicity_df.sort_values('ToxicityScore', ascending=False)\n",
    "\n",
    "toxicity_df.head(20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Visualisierung\n",
    "Die Daten werden mittels eines Stacked Barcharts visualisiert. Die Grundlage für diese Visualisierung bildett das Toxcitiy Chart (https://erik.doernenburg.com/2008/11/how-toxic-is-your-code/).\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.display import display, HTML\n",
    "\n",
    "base_html = \"\"\"\n",
    "<!DOCTYPE html>\n",
    "<html>\n",
    "  <head>\n",
    "  <script type=\"text/javascript\" src=\"http://kozea.github.com/pygal.js/javascripts/svg.jquery.js\"></script>\n",
    "  <script type=\"text/javascript\" src=\"https://kozea.github.io/pygal.js/2.0.x/pygal-tooltips.min.js\"\"></script>\n",
    "  </head>\n",
    "  <body>\n",
    "    <figure>\n",
    "      {rendered_chart}\n",
    "    </figure>\n",
    "  </body>\n",
    "</html>\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<!DOCTYPE html>\n",
       "<html>\n",
       "  <head>\n",
       "  <script type=\"text/javascript\" src=\"http://kozea.github.com/pygal.js/javascripts/svg.jquery.js\"></script>\n",
       "  <script type=\"text/javascript\" src=\"https://kozea.github.io/pygal.js/2.0.x/pygal-tooltips.min.js\"\"></script>\n",
       "  </head>\n",
       "  <body>\n",
       "    <figure>\n",
       "      <?xml version='1.0' encoding='utf-8'?>\n",
       "<svg xmlns:xlink=\"http://www.w3.org/1999/xlink\" xmlns=\"http://www.w3.org/2000/svg\" id=\"chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8\" class=\"pygal-chart\" viewBox=\"0 0 800 600\"><!--Generated with pygal 2.4.0 (lxml) ©Kozea 2012-2016 on 2019-11-30--><!--http://pygal.org--><!--http://github.com/Kozea/pygal--><defs><style type=\"text/css\">#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8{-webkit-user-select:none;-webkit-font-smoothing:antialiased;font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .title{font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace;font-size:16px}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .legends .legend text{font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace;font-size:14px}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis text{font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace;font-size:10px}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis text.major{font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace;font-size:10px}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .text-overlay text.value{font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace;font-size:16px}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .text-overlay text.label{font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace;font-size:10px}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip{font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace;font-size:14px}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 text.no_data{font-family:Consolas,\"Liberation Mono\",Menlo,Courier,monospace;font-size:64px}\n",
       "#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8{background-color:rgba(249,249,249,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 path,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 rect,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 circle{-webkit-transition:150ms;-moz-transition:150ms;transition:150ms}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .graph &gt; .background{fill:rgba(249,249,249,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .plot &gt; .background{fill:rgba(255,255,255,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .graph{fill:rgba(0,0,0,.87)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 text.no_data{fill:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .title{fill:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .legends .legend text{fill:rgba(0,0,0,.87)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .legends .legend:hover text{fill:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis .line{stroke:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis .guide.line{stroke:rgba(0,0,0,.54)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis .major.line{stroke:rgba(0,0,0,.87)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis text.major{fill:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.y .guides:hover .guide.line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .line-graph .axis.x .guides:hover .guide.line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .stackedline-graph .axis.x .guides:hover .guide.line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .xy-graph .axis.x .guides:hover .guide.line{stroke:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis .guides:hover text{fill:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .reactive{fill-opacity:.7;stroke-opacity:.8}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .ci{stroke:rgba(0,0,0,.87)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .reactive.active,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .active .reactive{fill-opacity:.8;stroke-opacity:.9;stroke-width:4}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .ci .reactive.active{stroke-width:1.5}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .series text{fill:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip rect{fill:rgba(255,255,255,1);stroke:rgba(0,0,0,1);-webkit-transition:opacity 150ms;-moz-transition:opacity 150ms;transition:opacity 150ms}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip .label{fill:rgba(0,0,0,.87)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip .label{fill:rgba(0,0,0,.87)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip .legend{font-size:.8em;fill:rgba(0,0,0,.54)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip .x_label{font-size:.6em;fill:rgba(0,0,0,1)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip .xlink{font-size:.5em;text-decoration:underline}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip .value{font-size:1.5em}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .bound{font-size:.5em}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .max-value{font-size:.75em;fill:rgba(0,0,0,.54)}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .map-element{fill:rgba(255,255,255,1);stroke:rgba(0,0,0,.54) !important}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .map-element .reactive{fill-opacity:inherit;stroke-opacity:inherit}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .color-0,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .color-0 a:visited{stroke:#F44336;fill:#F44336}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .color-1,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .color-1 a:visited{stroke:#3F51B5;fill:#3F51B5}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .color-2,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .color-2 a:visited{stroke:#009688;fill:#009688}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .color-3,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .color-3 a:visited{stroke:#FFC107;fill:#FFC107}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .text-overlay .color-0 text{fill:black}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .text-overlay .color-1 text{fill:black}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .text-overlay .color-2 text{fill:black}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .text-overlay .color-3 text{fill:black}\n",
       "#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 text.no_data{text-anchor:middle}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .guide.line{fill:none}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .centered{text-anchor:middle}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .title{text-anchor:middle}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .legends .legend text{fill-opacity:1}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.x text{text-anchor:middle}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.x:not(.web) text[transform]{text-anchor:start}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.x:not(.web) text[transform].backwards{text-anchor:end}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.y text{text-anchor:end}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.y text[transform].backwards{text-anchor:start}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.y2 text{text-anchor:start}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.y2 text[transform].backwards{text-anchor:end}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis .guide.line{stroke-dasharray:4,4}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis .major.guide.line{stroke-dasharray:6,6}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .horizontal .axis.y .guide.line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .horizontal .axis.y2 .guide.line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .vertical .axis.x .guide.line{opacity:0}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .horizontal .axis.always_show .guide.line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .vertical .axis.always_show .guide.line{opacity:1 !important}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.y .guides:hover .guide.line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.y2 .guides:hover .guide.line,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis.x .guides:hover .guide.line{opacity:1}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .axis .guides:hover text{opacity:1}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .nofill{fill:none}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .subtle-fill{fill-opacity:.2}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .dot{stroke-width:1px;fill-opacity:1}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .dot.active{stroke-width:5px}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .dot.negative{fill:transparent}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 text,#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 tspan{stroke:none !important}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .series text.active{opacity:1}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip rect{fill-opacity:.95;stroke-width:.5}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .tooltip text{fill-opacity:1}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .showable{visibility:hidden}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .showable.shown{visibility:visible}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .gauge-background{fill:rgba(229,229,229,1);stroke:none}#chart-795fcf10-4af8-427b-96ec-8cb922d2ccc8 .bg-lines{stroke:rgba(249,249,249,1);stroke-width:2px}</style><script type=\"text/javascript\">window.pygal = window.pygal || {};window.pygal.config = window.pygal.config || {};window.pygal.config['795fcf10-4af8-427b-96ec-8cb922d2ccc8'] = {\"allow_interruptions\": false, \"box_mode\": \"extremes\", \"classes\": [\"pygal-chart\"], \"css\": [\"file://style.css\", \"file://graph.css\"], \"defs\": [], \"disable_xml_declaration\": false, \"dots_size\": 2.5, \"dynamic_print_values\": false, \"explicit_size\": false, \"fill\": false, \"force_uri_protocol\": \"https\", \"formatter\": null, \"half_pie\": false, \"height\": 600, \"include_x_axis\": false, \"inner_radius\": 0, \"interpolate\": null, \"interpolation_parameters\": {}, \"interpolation_precision\": 250, \"inverse_y_axis\": false, \"js\": [\"//kozea.github.io/pygal.js/2.0.x/pygal-tooltips.min.js\"], \"legend_at_bottom\": false, \"legend_at_bottom_columns\": null, \"legend_box_size\": 12, \"logarithmic\": false, \"margin\": 20, \"margin_bottom\": null, \"margin_left\": null, \"margin_right\": null, \"margin_top\": null, \"max_scale\": 16, \"min_scale\": 4, \"missing_value_fill_truncation\": \"x\", \"no_data_text\": \"No data\", \"no_prefix\": false, \"order_min\": null, \"pretty_print\": false, \"print_labels\": false, \"print_values\": false, \"print_values_position\": \"center\", \"print_zeroes\": true, \"range\": null, \"rounded_bars\": null, \"secondary_range\": null, \"show_dots\": true, \"show_legend\": true, \"show_minor_x_labels\": true, \"show_minor_y_labels\": true, \"show_only_major_dots\": false, \"show_x_guides\": false, \"show_x_labels\": true, \"show_y_guides\": true, \"show_y_labels\": true, \"spacing\": 10, \"stack_from_top\": false, \"strict\": false, \"stroke\": true, \"stroke_style\": null, \"style\": {\"background\": \"rgba(249, 249, 249, 1)\", \"ci_colors\": [], \"colors\": [\"#F44336\", \"#3F51B5\", \"#009688\", \"#FFC107\", \"#FF5722\", \"#9C27B0\", \"#03A9F4\", \"#8BC34A\", \"#FF9800\", \"#E91E63\", \"#2196F3\", \"#4CAF50\", \"#FFEB3B\", \"#673AB7\", \"#00BCD4\", \"#CDDC39\", \"#9E9E9E\", \"#607D8B\"], \"font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"foreground\": \"rgba(0, 0, 0, .87)\", \"foreground_strong\": \"rgba(0, 0, 0, 1)\", \"foreground_subtle\": \"rgba(0, 0, 0, .54)\", \"guide_stroke_dasharray\": \"4,4\", \"label_font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"label_font_size\": 10, \"legend_font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"legend_font_size\": 14, \"major_guide_stroke_dasharray\": \"6,6\", \"major_label_font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"major_label_font_size\": 10, \"no_data_font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"no_data_font_size\": 64, \"opacity\": \".7\", \"opacity_hover\": \".8\", \"plot_background\": \"rgba(255, 255, 255, 1)\", \"stroke_opacity\": \".8\", \"stroke_opacity_hover\": \".9\", \"title_font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"title_font_size\": 16, \"tooltip_font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"tooltip_font_size\": 14, \"transition\": \"150ms\", \"value_background\": \"rgba(229, 229, 229, 1)\", \"value_colors\": [], \"value_font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"value_font_size\": 16, \"value_label_font_family\": \"Consolas, \\\"Liberation Mono\\\", Menlo, Courier, monospace\", \"value_label_font_size\": 10}, \"title\": \"Toxicity Chart\", \"tooltip_border_radius\": 0, \"tooltip_fancy_mode\": true, \"truncate_label\": -1, \"truncate_legend\": -1, \"width\": 800, \"x_label_rotation\": 90, \"x_labels\": [\"junit.runner.BaseTestRunner\", \"org.junit.rules.ExpectedExceptionTest\", \"org.junit.rules.ErrorCollectorTest\", \"org.junit.internal.ComparisonCriteria\", \"org.junit.runners.parameterized.BlockJUnit4ClassRunnerWithParameters\", \"org.junit.experimental.categories.CategoryTest\", \"org.junit.tests.running.methods.AnnotationTest\", \"org.junit.runners.ParentRunner\", \"org.junit.tests.running.classes.ParameterizedTestTest\", \"org.junit.runners.BlockJUnit4ClassRunner\", \"org.junit.rules.TestRuleTest\", \"org.junit.tests.running.methods.TimeoutTest\", \"org.junit.runners.model.TestClass\", \"org.junit.rules.RuleMemberValidatorTest\", \"junit.textui.TestRunner\", \"org.junit.runner.JUnitCommandLineParseResult\", \"org.junit.tests.experimental.max.MaxStarterTest\", \"org.junit.internal.StackTracesTest\", \"org.junit.runners.model.TestClassTest\", \"org.junit.tests.assertion.AssertionTest\", \"org.junit.internal.runners.statements.RunAfters\", \"junit.tests.runner.TextRunnerTest\", \"org.junit.internal.runners.statements.FailOnTimeout\", \"org.junit.rules.ExternalResourceRuleTest\", \"org.junit.tests.junit3compatibility.JUnit38ClassRunnerTest\", \"org.junit.experimental.theories.internal.AllMembersSupplier\", \"junit.framework.Assert\", \"org.junit.runner.notification.RunNotifier\", \"org.junit.tests.experimental.AssumptionTest\", \"org.junit.runner.FilterOptionIntegrationTest\", \"org.junit.tests.experimental.theories.internal.AllMembersSupplierTest\", \"org.junit.tests.running.classes.SuiteTest\", \"org.junit.internal.runners.JUnit4ClassRunner\", \"org.junit.runner.FilterFactoriesTest\", \"org.junit.tests.running.classes.ParentRunnerTest\", \"org.junit.Assert\", \"junit.framework.TestCase\", \"org.junit.internal.Throwables\", \"org.junit.internal.runners.MethodValidator\", \"org.junit.rules.TemporaryFolder\"], \"x_labels_major\": null, \"x_labels_major_count\": null, \"x_labels_major_every\": null, \"x_title\": null, \"xrange\": null, \"y_label_rotation\": 0, \"y_labels\": null, \"y_labels_major\": null, \"y_labels_major_count\": null, \"y_labels_major_every\": null, \"y_title\": null, \"zero\": 0, \"legends\": [\"ClassFanOutComplexity\", \"CyclomaticComplexity\", \"MethodLength\", \"ParameterNumber\"]}</script><script type=\"text/javascript\" xlink:href=\"https://kozea.github.io/pygal.js/2.0.x/pygal-tooltips.min.js\"/></defs><title>Toxicity Chart</title><g class=\"graph stackedbar-graph vertical\"><rect class=\"background\" height=\"600\" width=\"800\" x=\"0\" y=\"0\"/><g class=\"plot\" transform=\"translate(238, 46)\"><rect class=\"background\" height=\"110.0\" width=\"541.6\" x=\"0\" y=\"0\"/><g class=\"axis y always_show\"><g class=\"guides\"><path class=\"axis major line\" d=\"M0.000000 107.884615 h541.600000\"/><text class=\"major\" x=\"-5\" y=\"111.38461538461539\">0</text><title>0</title></g><g class=\"guides\"><path class=\"guide line\" d=\"M0.000000 90.256410 h541.600000\"/><text class=\"\" x=\"-5\" y=\"93.75641025641025\">1</text><title>1</title></g><g class=\"guides\"><path class=\"guide line\" d=\"M0.000000 72.628205 h541.600000\"/><text class=\"\" x=\"-5\" y=\"76.12820512820512\">2</text><title>2</title></g><g class=\"guides\"><path class=\"guide line\" d=\"M0.000000 55.000000 h541.600000\"/><text class=\"\" x=\"-5\" y=\"58.50000000000001\">3</text><title>3</title></g><g class=\"guides\"><path class=\"guide line\" d=\"M0.000000 37.371795 h541.600000\"/><text class=\"\" x=\"-5\" y=\"40.871794871794876\">4</text><title>4</title></g><g class=\"guides\"><path class=\"major guide line\" d=\"M0.000000 19.743590 h541.600000\"/><text class=\"major\" x=\"-5\" y=\"23.243589743589737\">5</text><title>5</title></g><g class=\"guides\"><path class=\"guide line\" d=\"M0.000000 2.115385 h541.600000\"/><text class=\"\" x=\"-5\" y=\"5.615384615384613\">6</text><title>6</title></g></g><g class=\"axis x\"><path class=\"line\" d=\"M0.000000 0.000000 v110.000000\"/><g class=\"guides\"><path class=\"guide line\" d=\"M16.925000 0.000000 v110.000000\"/><text class=\"\" x=\"16.925\" y=\"125.0\" transform=\"rotate(90 16.925000 125.000000)\">junit.runner.BaseTestRunner</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M29.944231 0.000000 v110.000000\"/><text class=\"\" x=\"29.944230769230767\" y=\"125.0\" transform=\"rotate(90 29.944231 125.000000)\">org.junit.rules.ExpectedExceptionTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M42.963462 0.000000 v110.000000\"/><text class=\"\" x=\"42.96346153846154\" y=\"125.0\" transform=\"rotate(90 42.963462 125.000000)\">org.junit.rules.ErrorCollectorTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M55.982692 0.000000 v110.000000\"/><text class=\"\" x=\"55.982692307692304\" y=\"125.0\" transform=\"rotate(90 55.982692 125.000000)\">org.junit.internal.ComparisonCriteria</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M69.001923 0.000000 v110.000000\"/><text class=\"\" x=\"69.00192307692308\" y=\"125.0\" transform=\"rotate(90 69.001923 125.000000)\">org.junit.runners.parameterized.BlockJUnit4ClassRunnerWithParameters</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M82.021154 0.000000 v110.000000\"/><text class=\"\" x=\"82.02115384615385\" y=\"125.0\" transform=\"rotate(90 82.021154 125.000000)\">org.junit.experimental.categories.CategoryTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M95.040385 0.000000 v110.000000\"/><text class=\"\" x=\"95.04038461538461\" y=\"125.0\" transform=\"rotate(90 95.040385 125.000000)\">org.junit.tests.running.methods.AnnotationTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M108.059615 0.000000 v110.000000\"/><text class=\"\" x=\"108.05961538461538\" y=\"125.0\" transform=\"rotate(90 108.059615 125.000000)\">org.junit.runners.ParentRunner</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M121.078846 0.000000 v110.000000\"/><text class=\"\" x=\"121.07884615384614\" y=\"125.0\" transform=\"rotate(90 121.078846 125.000000)\">org.junit.tests.running.classes.ParameterizedTestTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M134.098077 0.000000 v110.000000\"/><text class=\"\" x=\"134.09807692307695\" y=\"125.0\" transform=\"rotate(90 134.098077 125.000000)\">org.junit.runners.BlockJUnit4ClassRunner</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M147.117308 0.000000 v110.000000\"/><text class=\"\" x=\"147.1173076923077\" y=\"125.0\" transform=\"rotate(90 147.117308 125.000000)\">org.junit.rules.TestRuleTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M160.136538 0.000000 v110.000000\"/><text class=\"\" x=\"160.13653846153846\" y=\"125.0\" transform=\"rotate(90 160.136538 125.000000)\">org.junit.tests.running.methods.TimeoutTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M173.155769 0.000000 v110.000000\"/><text class=\"\" x=\"173.15576923076924\" y=\"125.0\" transform=\"rotate(90 173.155769 125.000000)\">org.junit.runners.model.TestClass</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M186.175000 0.000000 v110.000000\"/><text class=\"\" x=\"186.17500000000004\" y=\"125.0\" transform=\"rotate(90 186.175000 125.000000)\">org.junit.rules.RuleMemberValidatorTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M199.194231 0.000000 v110.000000\"/><text class=\"\" x=\"199.19423076923076\" y=\"125.0\" transform=\"rotate(90 199.194231 125.000000)\">junit.textui.TestRunner</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M212.213462 0.000000 v110.000000\"/><text class=\"\" x=\"212.21346153846156\" y=\"125.0\" transform=\"rotate(90 212.213462 125.000000)\">org.junit.runner.JUnitCommandLineParseResult</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M225.232692 0.000000 v110.000000\"/><text class=\"\" x=\"225.2326923076923\" y=\"125.0\" transform=\"rotate(90 225.232692 125.000000)\">org.junit.tests.experimental.max.MaxStarterTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M238.251923 0.000000 v110.000000\"/><text class=\"\" x=\"238.25192307692308\" y=\"125.0\" transform=\"rotate(90 238.251923 125.000000)\">org.junit.internal.StackTracesTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M251.271154 0.000000 v110.000000\"/><text class=\"\" x=\"251.2711538461539\" y=\"125.0\" transform=\"rotate(90 251.271154 125.000000)\">org.junit.runners.model.TestClassTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M264.290385 0.000000 v110.000000\"/><text class=\"\" x=\"264.2903846153846\" y=\"125.0\" transform=\"rotate(90 264.290385 125.000000)\">org.junit.tests.assertion.AssertionTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M277.309615 0.000000 v110.000000\"/><text class=\"\" x=\"277.30961538461537\" y=\"125.0\" transform=\"rotate(90 277.309615 125.000000)\">org.junit.internal.runners.statements.RunAfters</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M290.328846 0.000000 v110.000000\"/><text class=\"\" x=\"290.32884615384614\" y=\"125.0\" transform=\"rotate(90 290.328846 125.000000)\">junit.tests.runner.TextRunnerTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M303.348077 0.000000 v110.000000\"/><text class=\"\" x=\"303.3480769230769\" y=\"125.0\" transform=\"rotate(90 303.348077 125.000000)\">org.junit.internal.runners.statements.FailOnTimeout</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M316.367308 0.000000 v110.000000\"/><text class=\"\" x=\"316.36730769230775\" y=\"125.0\" transform=\"rotate(90 316.367308 125.000000)\">org.junit.rules.ExternalResourceRuleTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M329.386538 0.000000 v110.000000\"/><text class=\"\" x=\"329.3865384615385\" y=\"125.0\" transform=\"rotate(90 329.386538 125.000000)\">org.junit.tests.junit3compatibility.JUnit38ClassRunnerTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M342.405769 0.000000 v110.000000\"/><text class=\"\" x=\"342.4057692307692\" y=\"125.0\" transform=\"rotate(90 342.405769 125.000000)\">org.junit.experimental.theories.internal.AllMembersSupplier</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M355.425000 0.000000 v110.000000\"/><text class=\"\" x=\"355.425\" y=\"125.0\" transform=\"rotate(90 355.425000 125.000000)\">junit.framework.Assert</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M368.444231 0.000000 v110.000000\"/><text class=\"\" x=\"368.4442307692308\" y=\"125.0\" transform=\"rotate(90 368.444231 125.000000)\">org.junit.runner.notification.RunNotifier</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M381.463462 0.000000 v110.000000\"/><text class=\"\" x=\"381.46346153846156\" y=\"125.0\" transform=\"rotate(90 381.463462 125.000000)\">org.junit.tests.experimental.AssumptionTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M394.482692 0.000000 v110.000000\"/><text class=\"\" x=\"394.48269230769233\" y=\"125.0\" transform=\"rotate(90 394.482692 125.000000)\">org.junit.runner.FilterOptionIntegrationTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M407.501923 0.000000 v110.000000\"/><text class=\"\" x=\"407.5019230769231\" y=\"125.0\" transform=\"rotate(90 407.501923 125.000000)\">org.junit.tests.experimental.theories.internal.AllMembersSupplierTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M420.521154 0.000000 v110.000000\"/><text class=\"\" x=\"420.5211538461539\" y=\"125.0\" transform=\"rotate(90 420.521154 125.000000)\">org.junit.tests.running.classes.SuiteTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M433.540385 0.000000 v110.000000\"/><text class=\"\" x=\"433.5403846153846\" y=\"125.0\" transform=\"rotate(90 433.540385 125.000000)\">org.junit.internal.runners.JUnit4ClassRunner</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M446.559615 0.000000 v110.000000\"/><text class=\"\" x=\"446.55961538461537\" y=\"125.0\" transform=\"rotate(90 446.559615 125.000000)\">org.junit.runner.FilterFactoriesTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M459.578846 0.000000 v110.000000\"/><text class=\"\" x=\"459.5788461538462\" y=\"125.0\" transform=\"rotate(90 459.578846 125.000000)\">org.junit.tests.running.classes.ParentRunnerTest</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M472.598077 0.000000 v110.000000\"/><text class=\"\" x=\"472.5980769230769\" y=\"125.0\" transform=\"rotate(90 472.598077 125.000000)\">org.junit.Assert</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M485.617308 0.000000 v110.000000\"/><text class=\"\" x=\"485.6173076923077\" y=\"125.0\" transform=\"rotate(90 485.617308 125.000000)\">junit.framework.TestCase</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M498.636538 0.000000 v110.000000\"/><text class=\"\" x=\"498.63653846153846\" y=\"125.0\" transform=\"rotate(90 498.636538 125.000000)\">org.junit.internal.Throwables</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M511.655769 0.000000 v110.000000\"/><text class=\"\" x=\"511.6557692307693\" y=\"125.0\" transform=\"rotate(90 511.655769 125.000000)\">org.junit.internal.runners.MethodValidator</text></g><g class=\"guides\"><path class=\"guide line\" d=\"M524.675000 0.000000 v110.000000\"/><text class=\"\" x=\"524.6750000000001\" y=\"125.0\" transform=\"rotate(90 524.675000 125.000000)\">org.junit.rules.TemporaryFolder</text></g></g><g class=\"series serie-0 color-0\"><g class=\"bars\"><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"25.26709401709401\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"11.196538461538461\" y=\"82.61752136752138\"/><desc class=\"value\">1.433333333</desc><desc class=\"x centered\">16.925</desc><desc class=\"y centered\">95.25106837606839</desc><desc class=\"x_label\">junit.runner.BaseTestRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"35.84401709401709\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"24.21576923076923\" y=\"72.0405982905983\"/><desc class=\"value\">2.033333333</desc><desc class=\"x centered\">29.944230769230767</desc><desc class=\"y centered\">89.96260683760684</desc><desc class=\"x_label\">org.junit.rules.ExpectedExceptionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"22.91666666666667\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"37.23500000000001\" y=\"84.96794871794872\"/><desc class=\"value\">1.3</desc><desc class=\"x centered\">42.963461538461544</desc><desc class=\"y centered\">96.42628205128204</desc><desc class=\"x_label\">org.junit.rules.ErrorCollectorTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"50.25423076923077\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">55.98269230769231</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">org.junit.internal.ComparisonCriteria</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"21.15384615384616\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"63.27346153846155\" y=\"86.73076923076923\"/><desc class=\"value\">1.2</desc><desc class=\"x centered\">69.00192307692309</desc><desc class=\"y centered\">97.3076923076923</desc><desc class=\"x_label\">org.junit.runners.parameterized.BlockJUnit4ClassRunnerWithParameters</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"41.72008547008548\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"76.29269230769229\" y=\"66.16452991452991\"/><desc class=\"value\">2.366666667</desc><desc class=\"x centered\">82.02115384615384</desc><desc class=\"y centered\">87.02457264957265</desc><desc class=\"x_label\">org.junit.experimental.categories.CategoryTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"34.08119658119658\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"89.31192307692307\" y=\"73.80341880341881\"/><desc class=\"value\">1.933333333</desc><desc class=\"x centered\">95.04038461538461</desc><desc class=\"y centered\">90.84401709401709</desc><desc class=\"x_label\">org.junit.tests.running.methods.AnnotationTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"29.380341880341888\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"102.33115384615384\" y=\"78.5042735042735\"/><desc class=\"value\">1.666666667</desc><desc class=\"x centered\">108.05961538461538</desc><desc class=\"y centered\">93.19444444444444</desc><desc class=\"x_label\">org.junit.runners.ParentRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"29.380341880341888\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"115.35038461538461\" y=\"78.5042735042735\"/><desc class=\"value\">1.666666667</desc><desc class=\"x centered\">121.07884615384616</desc><desc class=\"y centered\">93.19444444444444</desc><desc class=\"x_label\">org.junit.tests.running.classes.ParameterizedTestTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"28.205128205128204\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"128.3696153846154\" y=\"79.67948717948718\"/><desc class=\"value\">1.6</desc><desc class=\"x centered\">134.09807692307695</desc><desc class=\"y centered\">93.78205128205128</desc><desc class=\"x_label\">org.junit.runners.BlockJUnit4ClassRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"26.442307692307693\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"141.38884615384617\" y=\"81.4423076923077\"/><desc class=\"value\">1.5</desc><desc class=\"x centered\">147.11730769230772</desc><desc class=\"y centered\">94.66346153846155</desc><desc class=\"x_label\">org.junit.rules.TestRuleTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"24.679487179487182\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"154.40807692307692\" y=\"83.2051282051282\"/><desc class=\"value\">1.4</desc><desc class=\"x centered\">160.13653846153846</desc><desc class=\"y centered\">95.5448717948718</desc><desc class=\"x_label\">org.junit.tests.running.methods.TimeoutTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"24.09188034188034\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"167.4273076923077\" y=\"83.79273504273505\"/><desc class=\"value\">1.366666667</desc><desc class=\"x centered\">173.15576923076924</desc><desc class=\"y centered\">95.83867521367522</desc><desc class=\"x_label\">org.junit.runners.model.TestClass</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"23.5042735042735\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"180.4465384615385\" y=\"84.38034188034189\"/><desc class=\"value\">1.333333333</desc><desc class=\"x centered\">186.17500000000004</desc><desc class=\"y centered\">96.13247863247864</desc><desc class=\"x_label\">org.junit.rules.RuleMemberValidatorTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"193.4657692307692\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">199.19423076923076</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">junit.textui.TestRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"206.485\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">212.21346153846156</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">org.junit.runner.JUnitCommandLineParseResult</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"22.91666666666667\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"219.5042307692308\" y=\"84.96794871794872\"/><desc class=\"value\">1.3</desc><desc class=\"x centered\">225.23269230769233</desc><desc class=\"y centered\">96.42628205128204</desc><desc class=\"x_label\">org.junit.tests.experimental.max.MaxStarterTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"22.91666666666667\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"232.52346153846153\" y=\"84.96794871794872\"/><desc class=\"value\">1.3</desc><desc class=\"x centered\">238.25192307692308</desc><desc class=\"y centered\">96.42628205128204</desc><desc class=\"x_label\">org.junit.internal.StackTracesTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"21.741452991453002\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"245.5426923076923\" y=\"86.14316239316238\"/><desc class=\"value\">1.233333333</desc><desc class=\"x centered\">251.27115384615385</desc><desc class=\"y centered\">97.01388888888889</desc><desc class=\"x_label\">org.junit.runners.model.TestClassTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"21.15384615384616\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"258.56192307692305\" y=\"86.73076923076923\"/><desc class=\"value\">1.2</desc><desc class=\"x centered\">264.2903846153846</desc><desc class=\"y centered\">97.3076923076923</desc><desc class=\"x_label\">org.junit.tests.assertion.AssertionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"271.5811538461539\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">277.3096153846154</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">org.junit.internal.runners.statements.RunAfters</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"284.60038461538466\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">290.3288461538462</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">junit.tests.runner.TextRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"19.978632478632477\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"297.61961538461543\" y=\"87.90598290598291\"/><desc class=\"value\">1.133333333</desc><desc class=\"x centered\">303.348076923077</desc><desc class=\"y centered\">97.89529914529915</desc><desc class=\"x_label\">org.junit.internal.runners.statements.FailOnTimeout</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"19.39102564102565\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"310.6388461538462\" y=\"88.49358974358974\"/><desc class=\"value\">1.1</desc><desc class=\"x centered\">316.36730769230775</desc><desc class=\"y centered\">98.18910256410257</desc><desc class=\"x_label\">org.junit.rules.ExternalResourceRuleTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"19.39102564102565\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"323.658076923077\" y=\"88.49358974358974\"/><desc class=\"value\">1.1</desc><desc class=\"x centered\">329.3865384615385</desc><desc class=\"y centered\">98.18910256410257</desc><desc class=\"x_label\">org.junit.tests.junit3compatibility.JUnit38ClassRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"19.39102564102565\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"336.67730769230775\" y=\"88.49358974358974\"/><desc class=\"value\">1.1</desc><desc class=\"x centered\">342.4057692307693</desc><desc class=\"y centered\">98.18910256410257</desc><desc class=\"x_label\">org.junit.experimental.theories.internal.AllMembersSupplier</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"19.39102564102565\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"349.69653846153847\" y=\"88.49358974358974\"/><desc class=\"value\">1.1</desc><desc class=\"x centered\">355.425</desc><desc class=\"y centered\">98.18910256410257</desc><desc class=\"x_label\">junit.framework.Assert</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"19.39102564102565\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"362.7157692307693\" y=\"88.49358974358974\"/><desc class=\"value\">1.1</desc><desc class=\"x centered\">368.44423076923084</desc><desc class=\"y centered\">98.18910256410257</desc><desc class=\"x_label\">org.junit.runner.notification.RunNotifier</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"18.803418803418808\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"375.735\" y=\"89.08119658119658\"/><desc class=\"value\">1.066666667</desc><desc class=\"x centered\">381.46346153846156</desc><desc class=\"y centered\">98.48290598290598</desc><desc class=\"x_label\">org.junit.tests.experimental.AssumptionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"18.803418803418808\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"388.7542307692308\" y=\"89.08119658119658\"/><desc class=\"value\">1.066666667</desc><desc class=\"x centered\">394.48269230769233</desc><desc class=\"y centered\">98.48290598290598</desc><desc class=\"x_label\">org.junit.runner.FilterOptionIntegrationTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"18.803418803418808\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"401.77346153846156\" y=\"89.08119658119658\"/><desc class=\"value\">1.066666667</desc><desc class=\"x centered\">407.5019230769231</desc><desc class=\"y centered\">98.48290598290598</desc><desc class=\"x_label\">org.junit.tests.experimental.theories.internal.AllMembersSupplierTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"18.803418803418808\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"414.7926923076924\" y=\"89.08119658119658\"/><desc class=\"value\">1.066666667</desc><desc class=\"x centered\">420.52115384615394</desc><desc class=\"y centered\">98.48290598290598</desc><desc class=\"x_label\">org.junit.tests.running.classes.SuiteTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"18.803418803418808\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"427.81192307692316\" y=\"89.08119658119658\"/><desc class=\"value\">1.066666667</desc><desc class=\"x centered\">433.5403846153847</desc><desc class=\"y centered\">98.48290598290598</desc><desc class=\"x_label\">org.junit.internal.runners.JUnit4ClassRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"18.215811965811966\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"440.8311538461538\" y=\"89.66880341880342\"/><desc class=\"value\">1.033333333</desc><desc class=\"x centered\">446.55961538461537</desc><desc class=\"y centered\">98.77670940170941</desc><desc class=\"x_label\">org.junit.runner.FilterFactoriesTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"18.215811965811966\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"453.85038461538466\" y=\"89.66880341880342\"/><desc class=\"value\">1.033333333</desc><desc class=\"x centered\">459.5788461538462</desc><desc class=\"y centered\">98.77670940170941</desc><desc class=\"x_label\">org.junit.tests.running.classes.ParentRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"18.215811965811966\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"466.86961538461543\" y=\"89.66880341880342\"/><desc class=\"value\">1.033333333</desc><desc class=\"x centered\">472.598076923077</desc><desc class=\"y centered\">98.77670940170941</desc><desc class=\"x_label\">org.junit.Assert</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"479.8888461538462\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">485.61730769230775</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">junit.framework.TestCase</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"492.908076923077\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">498.6365384615385</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">org.junit.internal.Throwables</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"505.9273076923077\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">511.65576923076924</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">org.junit.internal.runners.MethodValidator</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"518.9465384615385\" y=\"107.88461538461539\"/><desc class=\"value\">0</desc><desc class=\"x centered\">524.675</desc><desc class=\"y centered\">107.88461538461539</desc><desc class=\"x_label\">org.junit.rules.TemporaryFolder</desc></g></g></g><g class=\"series serie-1 color-1\"><g class=\"bars\"><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"40.54487179487181\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"11.196538461538461\" y=\"42.07264957264957\"/><desc class=\"value\">2.3</desc><desc class=\"x centered\">16.925</desc><desc class=\"y centered\">62.34508547008547</desc><desc class=\"x_label\">junit.runner.BaseTestRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"24.21576923076923\" y=\"72.0405982905983\"/><desc class=\"value\">0</desc><desc class=\"x centered\">29.944230769230767</desc><desc class=\"y centered\">72.0405982905983</desc><desc class=\"x_label\">org.junit.rules.ExpectedExceptionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"37.23500000000001\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">42.963461538461544</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.rules.ErrorCollectorTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"31.730769230769226\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"50.25423076923077\" y=\"76.15384615384616\"/><desc class=\"value\">1.8</desc><desc class=\"x centered\">55.98269230769231</desc><desc class=\"y centered\">92.01923076923077</desc><desc class=\"x_label\">org.junit.internal.ComparisonCriteria</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"21.153846153846146\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"63.27346153846155\" y=\"65.57692307692308\"/><desc class=\"value\">1.2</desc><desc class=\"x centered\">69.00192307692309</desc><desc class=\"y centered\">76.15384615384616</desc><desc class=\"x_label\">org.junit.runners.parameterized.BlockJUnit4ClassRunnerWithParameters</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"76.29269230769229\" y=\"66.16452991452991\"/><desc class=\"value\">0</desc><desc class=\"x centered\">82.02115384615384</desc><desc class=\"y centered\">66.16452991452991</desc><desc class=\"x_label\">org.junit.experimental.categories.CategoryTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"89.31192307692307\" y=\"73.80341880341881\"/><desc class=\"value\">0</desc><desc class=\"x centered\">95.04038461538461</desc><desc class=\"y centered\">73.80341880341881</desc><desc class=\"x_label\">org.junit.tests.running.methods.AnnotationTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"102.33115384615384\" y=\"78.5042735042735\"/><desc class=\"value\">0</desc><desc class=\"x centered\">108.05961538461538</desc><desc class=\"y centered\">78.5042735042735</desc><desc class=\"x_label\">org.junit.runners.ParentRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"115.35038461538461\" y=\"78.5042735042735\"/><desc class=\"value\">0</desc><desc class=\"x centered\">121.07884615384616</desc><desc class=\"y centered\">78.5042735042735</desc><desc class=\"x_label\">org.junit.tests.running.classes.ParameterizedTestTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"128.3696153846154\" y=\"79.67948717948718\"/><desc class=\"value\">0</desc><desc class=\"x centered\">134.09807692307695</desc><desc class=\"y centered\">79.67948717948718</desc><desc class=\"x_label\">org.junit.runners.BlockJUnit4ClassRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"141.38884615384617\" y=\"81.4423076923077\"/><desc class=\"value\">0</desc><desc class=\"x centered\">147.11730769230772</desc><desc class=\"y centered\">81.4423076923077</desc><desc class=\"x_label\">org.junit.rules.TestRuleTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"154.40807692307692\" y=\"83.2051282051282\"/><desc class=\"value\">0</desc><desc class=\"x centered\">160.13653846153846</desc><desc class=\"y centered\">83.2051282051282</desc><desc class=\"x_label\">org.junit.tests.running.methods.TimeoutTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"167.4273076923077\" y=\"83.79273504273505\"/><desc class=\"value\">0</desc><desc class=\"x centered\">173.15576923076924</desc><desc class=\"y centered\">83.79273504273505</desc><desc class=\"x_label\">org.junit.runners.model.TestClass</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"180.4465384615385\" y=\"84.38034188034189\"/><desc class=\"value\">0</desc><desc class=\"x centered\">186.17500000000004</desc><desc class=\"y centered\">84.38034188034189</desc><desc class=\"x_label\">org.junit.rules.RuleMemberValidatorTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"22.91666666666667\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"193.4657692307692\" y=\"84.96794871794872\"/><desc class=\"value\">1.3</desc><desc class=\"x centered\">199.19423076923076</desc><desc class=\"y centered\">96.42628205128204</desc><desc class=\"x_label\">junit.textui.TestRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"22.91666666666667\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"206.485\" y=\"84.96794871794872\"/><desc class=\"value\">1.3</desc><desc class=\"x centered\">212.21346153846156</desc><desc class=\"y centered\">96.42628205128204</desc><desc class=\"x_label\">org.junit.runner.JUnitCommandLineParseResult</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"219.5042307692308\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">225.23269230769233</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.tests.experimental.max.MaxStarterTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"232.52346153846153\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">238.25192307692308</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.internal.StackTracesTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"245.5426923076923\" y=\"86.14316239316238\"/><desc class=\"value\">0</desc><desc class=\"x centered\">251.27115384615385</desc><desc class=\"y centered\">86.14316239316238</desc><desc class=\"x_label\">org.junit.runners.model.TestClassTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"258.56192307692305\" y=\"86.73076923076923\"/><desc class=\"value\">0</desc><desc class=\"x centered\">264.2903846153846</desc><desc class=\"y centered\">86.73076923076923</desc><desc class=\"x_label\">org.junit.tests.assertion.AssertionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"21.15384615384616\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"271.5811538461539\" y=\"86.73076923076923\"/><desc class=\"value\">1.2</desc><desc class=\"x centered\">277.3096153846154</desc><desc class=\"y centered\">97.3076923076923</desc><desc class=\"x_label\">org.junit.internal.runners.statements.RunAfters</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"21.15384615384616\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"284.60038461538466\" y=\"86.73076923076923\"/><desc class=\"value\">1.2</desc><desc class=\"x centered\">290.3288461538462</desc><desc class=\"y centered\">97.3076923076923</desc><desc class=\"x_label\">junit.tests.runner.TextRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"297.61961538461543\" y=\"87.90598290598291\"/><desc class=\"value\">0</desc><desc class=\"x centered\">303.348076923077</desc><desc class=\"y centered\">87.90598290598291</desc><desc class=\"x_label\">org.junit.internal.runners.statements.FailOnTimeout</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"310.6388461538462\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">316.36730769230775</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.rules.ExternalResourceRuleTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"323.658076923077\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">329.3865384615385</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.tests.junit3compatibility.JUnit38ClassRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"336.67730769230775\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">342.4057692307693</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.experimental.theories.internal.AllMembersSupplier</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"349.69653846153847\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">355.425</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">junit.framework.Assert</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"362.7157692307693\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">368.44423076923084</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.runner.notification.RunNotifier</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"375.735\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">381.46346153846156</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.experimental.AssumptionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"388.7542307692308\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">394.48269230769233</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.runner.FilterOptionIntegrationTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"401.77346153846156\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">407.5019230769231</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.experimental.theories.internal.AllMembersSupplierTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"414.7926923076924\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">420.52115384615394</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.running.classes.SuiteTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"427.81192307692316\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">433.5403846153847</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.internal.runners.JUnit4ClassRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"440.8311538461538\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">446.55961538461537</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.runner.FilterFactoriesTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"453.85038461538466\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">459.5788461538462</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.tests.running.classes.ParentRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"466.86961538461543\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">472.598076923077</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.Assert</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"17.62820512820514\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"479.8888461538462\" y=\"90.25641025641025\"/><desc class=\"value\">1</desc><desc class=\"x centered\">485.61730769230775</desc><desc class=\"y centered\">99.07051282051282</desc><desc class=\"x_label\">junit.framework.TestCase</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"17.62820512820514\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"492.908076923077\" y=\"90.25641025641025\"/><desc class=\"value\">1</desc><desc class=\"x centered\">498.6365384615385</desc><desc class=\"y centered\">99.07051282051282</desc><desc class=\"x_label\">org.junit.internal.Throwables</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"17.62820512820514\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"505.9273076923077\" y=\"90.25641025641025\"/><desc class=\"value\">1</desc><desc class=\"x centered\">511.65576923076924</desc><desc class=\"y centered\">99.07051282051282</desc><desc class=\"x_label\">org.junit.internal.runners.MethodValidator</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"17.62820512820514\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"518.9465384615385\" y=\"90.25641025641025\"/><desc class=\"value\">1</desc><desc class=\"x centered\">524.675</desc><desc class=\"y centered\">99.07051282051282</desc><desc class=\"x_label\">org.junit.rules.TemporaryFolder</desc></g></g></g><g class=\"series serie-2 color-2\"><g class=\"bars\"><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"39.957264957264954\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"11.196538461538461\" y=\"2.115384615384613\"/><desc class=\"value\">2.266666667</desc><desc class=\"x centered\">16.925</desc><desc class=\"y centered\">22.09401709401709</desc><desc class=\"x_label\">junit.runner.BaseTestRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"32.31837606837607\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"24.21576923076923\" y=\"39.72222222222223\"/><desc class=\"value\">1.833333333</desc><desc class=\"x centered\">29.944230769230767</desc><desc class=\"y centered\">55.88141025641026</desc><desc class=\"x_label\">org.junit.rules.ExpectedExceptionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"35.25641025641025\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"37.23500000000001\" y=\"49.71153846153847\"/><desc class=\"value\">2</desc><desc class=\"x centered\">42.963461538461544</desc><desc class=\"y centered\">67.33974358974359</desc><desc class=\"x_label\">org.junit.rules.ErrorCollectorTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"20.566239316239326\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"50.25423076923077\" y=\"55.587606837606835\"/><desc class=\"value\">1.166666667</desc><desc class=\"x centered\">55.98269230769231</desc><desc class=\"y centered\">65.8707264957265</desc><desc class=\"x_label\">org.junit.internal.ComparisonCriteria</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"63.27346153846155\" y=\"65.57692307692308\"/><desc class=\"value\">0</desc><desc class=\"x centered\">69.00192307692309</desc><desc class=\"y centered\">65.57692307692308</desc><desc class=\"x_label\">org.junit.runners.parameterized.BlockJUnit4ClassRunnerWithParameters</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"76.29269230769229\" y=\"66.16452991452991\"/><desc class=\"value\">0</desc><desc class=\"x centered\">82.02115384615384</desc><desc class=\"y centered\">66.16452991452991</desc><desc class=\"x_label\">org.junit.experimental.categories.CategoryTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"89.31192307692307\" y=\"73.80341880341881\"/><desc class=\"value\">0</desc><desc class=\"x centered\">95.04038461538461</desc><desc class=\"y centered\">73.80341880341881</desc><desc class=\"x_label\">org.junit.tests.running.methods.AnnotationTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"102.33115384615384\" y=\"78.5042735042735\"/><desc class=\"value\">0</desc><desc class=\"x centered\">108.05961538461538</desc><desc class=\"y centered\">78.5042735042735</desc><desc class=\"x_label\">org.junit.runners.ParentRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"115.35038461538461\" y=\"78.5042735042735\"/><desc class=\"value\">0</desc><desc class=\"x centered\">121.07884615384616</desc><desc class=\"y centered\">78.5042735042735</desc><desc class=\"x_label\">org.junit.tests.running.classes.ParameterizedTestTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"128.3696153846154\" y=\"79.67948717948718\"/><desc class=\"value\">0</desc><desc class=\"x centered\">134.09807692307695</desc><desc class=\"y centered\">79.67948717948718</desc><desc class=\"x_label\">org.junit.runners.BlockJUnit4ClassRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"141.38884615384617\" y=\"81.4423076923077\"/><desc class=\"value\">0</desc><desc class=\"x centered\">147.11730769230772</desc><desc class=\"y centered\">81.4423076923077</desc><desc class=\"x_label\">org.junit.rules.TestRuleTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"154.40807692307692\" y=\"83.2051282051282\"/><desc class=\"value\">0</desc><desc class=\"x centered\">160.13653846153846</desc><desc class=\"y centered\">83.2051282051282</desc><desc class=\"x_label\">org.junit.tests.running.methods.TimeoutTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"167.4273076923077\" y=\"83.79273504273505\"/><desc class=\"value\">0</desc><desc class=\"x centered\">173.15576923076924</desc><desc class=\"y centered\">83.79273504273505</desc><desc class=\"x_label\">org.junit.runners.model.TestClass</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"180.4465384615385\" y=\"84.38034188034189\"/><desc class=\"value\">0</desc><desc class=\"x centered\">186.17500000000004</desc><desc class=\"y centered\">84.38034188034189</desc><desc class=\"x_label\">org.junit.rules.RuleMemberValidatorTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"193.4657692307692\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">199.19423076923076</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">junit.textui.TestRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"206.485\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">212.21346153846156</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.runner.JUnitCommandLineParseResult</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"219.5042307692308\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">225.23269230769233</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.tests.experimental.max.MaxStarterTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"232.52346153846153\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">238.25192307692308</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.internal.StackTracesTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"245.5426923076923\" y=\"86.14316239316238\"/><desc class=\"value\">0</desc><desc class=\"x centered\">251.27115384615385</desc><desc class=\"y centered\">86.14316239316238</desc><desc class=\"x_label\">org.junit.runners.model.TestClassTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"258.56192307692305\" y=\"86.73076923076923\"/><desc class=\"value\">0</desc><desc class=\"x centered\">264.2903846153846</desc><desc class=\"y centered\">86.73076923076923</desc><desc class=\"x_label\">org.junit.tests.assertion.AssertionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"271.5811538461539\" y=\"86.73076923076923\"/><desc class=\"value\">0</desc><desc class=\"x centered\">277.3096153846154</desc><desc class=\"y centered\">86.73076923076923</desc><desc class=\"x_label\">org.junit.internal.runners.statements.RunAfters</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"284.60038461538466\" y=\"86.73076923076923\"/><desc class=\"value\">0</desc><desc class=\"x centered\">290.3288461538462</desc><desc class=\"y centered\">86.73076923076923</desc><desc class=\"x_label\">junit.tests.runner.TextRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"297.61961538461543\" y=\"87.90598290598291\"/><desc class=\"value\">0</desc><desc class=\"x centered\">303.348076923077</desc><desc class=\"y centered\">87.90598290598291</desc><desc class=\"x_label\">org.junit.internal.runners.statements.FailOnTimeout</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"310.6388461538462\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">316.36730769230775</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.rules.ExternalResourceRuleTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"323.658076923077\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">329.3865384615385</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.tests.junit3compatibility.JUnit38ClassRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"336.67730769230775\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">342.4057692307693</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.experimental.theories.internal.AllMembersSupplier</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"349.69653846153847\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">355.425</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">junit.framework.Assert</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"362.7157692307693\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">368.44423076923084</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.runner.notification.RunNotifier</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"375.735\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">381.46346153846156</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.experimental.AssumptionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"388.7542307692308\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">394.48269230769233</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.runner.FilterOptionIntegrationTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"401.77346153846156\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">407.5019230769231</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.experimental.theories.internal.AllMembersSupplierTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"414.7926923076924\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">420.52115384615394</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.running.classes.SuiteTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"427.81192307692316\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">433.5403846153847</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.internal.runners.JUnit4ClassRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"440.8311538461538\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">446.55961538461537</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.runner.FilterFactoriesTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"453.85038461538466\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">459.5788461538462</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.tests.running.classes.ParentRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"466.86961538461543\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">472.598076923077</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.Assert</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"479.8888461538462\" y=\"90.25641025641025\"/><desc class=\"value\">0</desc><desc class=\"x centered\">485.61730769230775</desc><desc class=\"y centered\">90.25641025641025</desc><desc class=\"x_label\">junit.framework.TestCase</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"492.908076923077\" y=\"90.25641025641025\"/><desc class=\"value\">0</desc><desc class=\"x centered\">498.6365384615385</desc><desc class=\"y centered\">90.25641025641025</desc><desc class=\"x_label\">org.junit.internal.Throwables</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"505.9273076923077\" y=\"90.25641025641025\"/><desc class=\"value\">0</desc><desc class=\"x centered\">511.65576923076924</desc><desc class=\"y centered\">90.25641025641025</desc><desc class=\"x_label\">org.junit.internal.runners.MethodValidator</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"518.9465384615385\" y=\"90.25641025641025\"/><desc class=\"value\">0</desc><desc class=\"x centered\">524.675</desc><desc class=\"y centered\">90.25641025641025</desc><desc class=\"x_label\">org.junit.rules.TemporaryFolder</desc></g></g></g><g class=\"series serie-3 color-3\"><g class=\"bars\"><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"11.196538461538461\" y=\"2.115384615384613\"/><desc class=\"value\">0</desc><desc class=\"x centered\">16.925</desc><desc class=\"y centered\">2.115384615384613</desc><desc class=\"x_label\">junit.runner.BaseTestRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"24.21576923076923\" y=\"39.72222222222223\"/><desc class=\"value\">0</desc><desc class=\"x centered\">29.944230769230767</desc><desc class=\"y centered\">39.72222222222223</desc><desc class=\"x_label\">org.junit.rules.ExpectedExceptionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"37.23500000000001\" y=\"49.71153846153847\"/><desc class=\"value\">0</desc><desc class=\"x centered\">42.963461538461544</desc><desc class=\"y centered\">49.71153846153847</desc><desc class=\"x_label\">org.junit.rules.ErrorCollectorTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"50.25423076923077\" y=\"55.587606837606835\"/><desc class=\"value\">0</desc><desc class=\"x centered\">55.98269230769231</desc><desc class=\"y centered\">55.587606837606835</desc><desc class=\"x_label\">org.junit.internal.ComparisonCriteria</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"63.27346153846155\" y=\"65.57692307692308\"/><desc class=\"value\">0</desc><desc class=\"x centered\">69.00192307692309</desc><desc class=\"y centered\">65.57692307692308</desc><desc class=\"x_label\">org.junit.runners.parameterized.BlockJUnit4ClassRunnerWithParameters</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"76.29269230769229\" y=\"66.16452991452991\"/><desc class=\"value\">0</desc><desc class=\"x centered\">82.02115384615384</desc><desc class=\"y centered\">66.16452991452991</desc><desc class=\"x_label\">org.junit.experimental.categories.CategoryTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"89.31192307692307\" y=\"73.80341880341881\"/><desc class=\"value\">0</desc><desc class=\"x centered\">95.04038461538461</desc><desc class=\"y centered\">73.80341880341881</desc><desc class=\"x_label\">org.junit.tests.running.methods.AnnotationTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"102.33115384615384\" y=\"78.5042735042735\"/><desc class=\"value\">0</desc><desc class=\"x centered\">108.05961538461538</desc><desc class=\"y centered\">78.5042735042735</desc><desc class=\"x_label\">org.junit.runners.ParentRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"115.35038461538461\" y=\"78.5042735042735\"/><desc class=\"value\">0</desc><desc class=\"x centered\">121.07884615384616</desc><desc class=\"y centered\">78.5042735042735</desc><desc class=\"x_label\">org.junit.tests.running.classes.ParameterizedTestTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"128.3696153846154\" y=\"79.67948717948718\"/><desc class=\"value\">0</desc><desc class=\"x centered\">134.09807692307695</desc><desc class=\"y centered\">79.67948717948718</desc><desc class=\"x_label\">org.junit.runners.BlockJUnit4ClassRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"141.38884615384617\" y=\"81.4423076923077\"/><desc class=\"value\">0</desc><desc class=\"x centered\">147.11730769230772</desc><desc class=\"y centered\">81.4423076923077</desc><desc class=\"x_label\">org.junit.rules.TestRuleTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"154.40807692307692\" y=\"83.2051282051282\"/><desc class=\"value\">0</desc><desc class=\"x centered\">160.13653846153846</desc><desc class=\"y centered\">83.2051282051282</desc><desc class=\"x_label\">org.junit.tests.running.methods.TimeoutTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"167.4273076923077\" y=\"83.79273504273505\"/><desc class=\"value\">0</desc><desc class=\"x centered\">173.15576923076924</desc><desc class=\"y centered\">83.79273504273505</desc><desc class=\"x_label\">org.junit.runners.model.TestClass</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"180.4465384615385\" y=\"84.38034188034189\"/><desc class=\"value\">0</desc><desc class=\"x centered\">186.17500000000004</desc><desc class=\"y centered\">84.38034188034189</desc><desc class=\"x_label\">org.junit.rules.RuleMemberValidatorTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"193.4657692307692\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">199.19423076923076</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">junit.textui.TestRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"206.485\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">212.21346153846156</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.runner.JUnitCommandLineParseResult</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"219.5042307692308\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">225.23269230769233</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.tests.experimental.max.MaxStarterTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"232.52346153846153\" y=\"84.96794871794872\"/><desc class=\"value\">0</desc><desc class=\"x centered\">238.25192307692308</desc><desc class=\"y centered\">84.96794871794872</desc><desc class=\"x_label\">org.junit.internal.StackTracesTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"245.5426923076923\" y=\"86.14316239316238\"/><desc class=\"value\">0</desc><desc class=\"x centered\">251.27115384615385</desc><desc class=\"y centered\">86.14316239316238</desc><desc class=\"x_label\">org.junit.runners.model.TestClassTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"258.56192307692305\" y=\"86.73076923076923\"/><desc class=\"value\">0</desc><desc class=\"x centered\">264.2903846153846</desc><desc class=\"y centered\">86.73076923076923</desc><desc class=\"x_label\">org.junit.tests.assertion.AssertionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"271.5811538461539\" y=\"86.73076923076923\"/><desc class=\"value\">0</desc><desc class=\"x centered\">277.3096153846154</desc><desc class=\"y centered\">86.73076923076923</desc><desc class=\"x_label\">org.junit.internal.runners.statements.RunAfters</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"284.60038461538466\" y=\"86.73076923076923\"/><desc class=\"value\">0</desc><desc class=\"x centered\">290.3288461538462</desc><desc class=\"y centered\">86.73076923076923</desc><desc class=\"x_label\">junit.tests.runner.TextRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"297.61961538461543\" y=\"87.90598290598291\"/><desc class=\"value\">0</desc><desc class=\"x centered\">303.348076923077</desc><desc class=\"y centered\">87.90598290598291</desc><desc class=\"x_label\">org.junit.internal.runners.statements.FailOnTimeout</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"310.6388461538462\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">316.36730769230775</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.rules.ExternalResourceRuleTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"323.658076923077\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">329.3865384615385</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.tests.junit3compatibility.JUnit38ClassRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"336.67730769230775\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">342.4057692307693</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.experimental.theories.internal.AllMembersSupplier</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"349.69653846153847\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">355.425</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">junit.framework.Assert</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"362.7157692307693\" y=\"88.49358974358974\"/><desc class=\"value\">0</desc><desc class=\"x centered\">368.44423076923084</desc><desc class=\"y centered\">88.49358974358974</desc><desc class=\"x_label\">org.junit.runner.notification.RunNotifier</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"375.735\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">381.46346153846156</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.experimental.AssumptionTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"388.7542307692308\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">394.48269230769233</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.runner.FilterOptionIntegrationTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"401.77346153846156\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">407.5019230769231</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.experimental.theories.internal.AllMembersSupplierTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"414.7926923076924\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">420.52115384615394</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.tests.running.classes.SuiteTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"427.81192307692316\" y=\"89.08119658119658\"/><desc class=\"value\">0</desc><desc class=\"x centered\">433.5403846153847</desc><desc class=\"y centered\">89.08119658119658</desc><desc class=\"x_label\">org.junit.internal.runners.JUnit4ClassRunner</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"440.8311538461538\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">446.55961538461537</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.runner.FilterFactoriesTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"453.85038461538466\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">459.5788461538462</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.tests.running.classes.ParentRunnerTest</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"466.86961538461543\" y=\"89.66880341880342\"/><desc class=\"value\">0</desc><desc class=\"x centered\">472.598076923077</desc><desc class=\"y centered\">89.66880341880342</desc><desc class=\"x_label\">org.junit.Assert</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"479.8888461538462\" y=\"90.25641025641025\"/><desc class=\"value\">0</desc><desc class=\"x centered\">485.61730769230775</desc><desc class=\"y centered\">90.25641025641025</desc><desc class=\"x_label\">junit.framework.TestCase</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"492.908076923077\" y=\"90.25641025641025\"/><desc class=\"value\">0</desc><desc class=\"x centered\">498.6365384615385</desc><desc class=\"y centered\">90.25641025641025</desc><desc class=\"x_label\">org.junit.internal.Throwables</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"505.9273076923077\" y=\"90.25641025641025\"/><desc class=\"value\">0</desc><desc class=\"x centered\">511.65576923076924</desc><desc class=\"y centered\">90.25641025641025</desc><desc class=\"x_label\">org.junit.internal.runners.MethodValidator</desc></g><g class=\"bar\"><rect class=\"rect reactive tooltip-trigger\" height=\"0.0\" rx=\"0\" ry=\"0\" width=\"11.456923076923077\" x=\"518.9465384615385\" y=\"90.25641025641025\"/><desc class=\"value\">0</desc><desc class=\"x centered\">524.675</desc><desc class=\"y centered\">90.25641025641025</desc><desc class=\"x_label\">org.junit.rules.TemporaryFolder</desc></g></g></g></g><g class=\"titles\"><text class=\"title plot_title\" x=\"400.0\" y=\"26\">Toxicity Chart</text></g><g class=\"plot overlay\" transform=\"translate(238, 46)\"><g class=\"series serie-0 color-0\"/><g class=\"series serie-1 color-1\"/><g class=\"series serie-2 color-2\"/><g class=\"series serie-3 color-3\"/></g><g class=\"plot text-overlay\" transform=\"translate(238, 46)\"><g class=\"series serie-0 color-0\"/><g class=\"series serie-1 color-1\"/><g class=\"series serie-2 color-2\"/><g class=\"series serie-3 color-3\"/></g><g class=\"plot tooltip-overlay\" transform=\"translate(238, 46)\"><g class=\"tooltip\" style=\"opacity: 0\" transform=\"translate(0 0)\"><rect class=\"tooltip-box\" height=\"0\" rx=\"0\" ry=\"0\" width=\"0\"/><g class=\"text\"/></g></g><g class=\"legends\" transform=\"translate(10, 56)\"><g class=\"legend reactive activate-serie\" id=\"activate-serie-0\"><rect class=\"color-0 reactive\" height=\"12\" width=\"12\" x=\"0.0\" y=\"1.0\"/><text x=\"17.0\" y=\"11.2\">ClassFanOutComplexity</text></g><g class=\"legend reactive activate-serie\" id=\"activate-serie-1\"><rect class=\"color-1 reactive\" height=\"12\" width=\"12\" x=\"0.0\" y=\"22.0\"/><text x=\"17.0\" y=\"32.2\">CyclomaticComplexity</text></g><g class=\"legend reactive activate-serie\" id=\"activate-serie-2\"><rect class=\"color-2 reactive\" height=\"12\" width=\"12\" x=\"0.0\" y=\"43.0\"/><text x=\"17.0\" y=\"53.2\">MethodLength</text></g><g class=\"legend reactive activate-serie\" id=\"activate-serie-3\"><rect class=\"color-3 reactive\" height=\"12\" width=\"12\" x=\"0.0\" y=\"64.0\"/><text x=\"17.0\" y=\"74.2\">ParameterNumber</text></g></g><g class=\"legends\" transform=\"translate(790, 56)\"/></g></svg>\n",
       "    </figure>\n",
       "  </body>\n",
       "</html>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pygal\n",
    "stacked_bar_chart = pygal.StackedBar(show_legend=True, human_readable=True, fill=False, x_label_rotation=90, truncate_label=-1, truncate_legend=-1)\n",
    "stacked_bar_chart.title = 'Toxicity Chart'\n",
    "stacked_bar_chart.x_labels = toxicity_df['Type'].tolist()\n",
    "stacked_bar_chart.add('ClassFanOutComplexity', toxicity_df['ClassFanOutComplexity'].tolist())\n",
    "stacked_bar_chart.add('CyclomaticComplexity', toxicity_df['CyclomaticComplexity'].tolist())\n",
    "stacked_bar_chart.add('MethodLength', toxicity_df['MethodLength'].tolist())\n",
    "stacked_bar_chart.add('ParameterNumber', toxicity_df['ParameterNumber'].tolist())\n",
    "display(HTML(base_html.format(rendered_chart=stacked_bar_chart.render(is_unicode=True))))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:BeLL]",
   "language": "python",
   "name": "conda-env-BeLL-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}