diff --git a/report/.~lock.Claudio_Maggioni_report.odt# b/report/.~lock.Claudio_Maggioni_report.odt# new file mode 100644 index 00000000..40561c59 --- /dev/null +++ b/report/.~lock.Claudio_Maggioni_report.odt# @@ -0,0 +1 @@ +,maggicl,Apple2gs.local,11.05.2021 21:13,file:///Users/maggicl/Library/Application%20Support/LibreOffice/4; \ No newline at end of file diff --git a/report/Claudio_Maggioni_report.md b/report/Claudio_Maggioni_report.md index 68e61547..83900a99 100644 --- a/report/Claudio_Maggioni_report.md +++ b/report/Claudio_Maggioni_report.md @@ -131,6 +131,11 @@ compute and save intermediate results beforehand. **Observations**: ## task_slowdown + +\input{figures/spatial_resource_waste} + +**Observations**: + ## spatial_resource_waste ## figure_7 ## figure_8 diff --git a/report/Claudio_Maggioni_report.pdf b/report/Claudio_Maggioni_report.pdf index 33b20162..c580d678 100644 Binary files a/report/Claudio_Maggioni_report.pdf and b/report/Claudio_Maggioni_report.pdf differ diff --git a/report/figures/spatial_resource_waste.tex b/report/figures/spatial_resource_waste.tex new file mode 100644 index 00000000..53fb3674 --- /dev/null +++ b/report/figures/spatial_resource_waste.tex @@ -0,0 +1,142 @@ +\newcommand{\spatialresourcewaste}[3][0.24\textwidth]{ + \begin{subfigure}{0.24\textwidth} + \vspace{0.5cm} + %\ifnum#1=1 \hspace{0.25\textwidth} \fi + \begin{minipage}[c]{\textwidth}% + \includegraphics[width=1\textwidth]{figures/spatial_resource_waste/#3} + \end{minipage} + %\hfill + \caption{#2} + \end{subfigure}} + +\newcommand{\spatialresourcewastetable}[3][0.9\textwidth]{ + \begin{subfigure}{0.24\textwidth} + \begin{minipage}[c][#1]{\textwidth}% + \resizebox{\textwidth}{!}{ + \centering + \begin{tabular}{llll} + \toprule +\textbf{Task termination} & \textbf{\% CPU} & \textbf{\% RAM} \\ + \midrule + #3 + \bottomrule + \end{tabular}} + \end{minipage} + \caption{#2 (exact values)} + \end{subfigure}} + +\begin{figure} +\spatialresourcewaste{Cluster A}{output_3_1.png} +\spatialresourcewaste{Cluster B}{output_3_3.png} +\spatialresourcewaste{Cluster C}{output_3_5.png} +\spatialresourcewaste{Cluster D}{output_3_7.png} +\spatialresourcewastetable{Cluster A}{ +No termination & 0.6972\% & 1.0447\% \\ +Evict & 13.4392\% & 11.8184\% \\ +Fail & 2.2792\% & 2.8387\% \\ +Finish & 1.3963\% & 1.1066\% \\ +Kill & 82.1791\% & 83.1826\% \\ +Lost & 0.0091\% & 0.0091\% \\ +} +\spatialresourcewastetable{Cluster B}{ +No termination & 0.2582\% & 0.4637\%\\ +Evict & 4.8340\% & 7.3120\%\\ +Fail & 6.2950\% & 8.3841\%\\ +Finish & 2.5877\% & 1.2231\%\\ +Kill & 86.0215\% & 82.6144\%\\ +Lost & 0.0036\% & 0.0027\%\\ +} +\spatialresourcewastetable{Cluster C}{ +No termination & 0.3376\% & 0.3812\% \\ +Evict & 8.2099\% & 8.0454\% \\ +Fail & 1.2294\% & 2.0809\% \\ +Finish & 2.9399\% & 3.3249\% \\ +Kill & 87.2740\% & 86.1588\% \\ +Lost & 0.0093\% & 0.0088\% \\ +} +\spatialresourcewastetable{Cluster D}{ +No termination & 0.4995\% & 0.4822\% \\ +Evict & 7.6002\% & 9.0656\% \\ +Fail & 3.0288\% & 3.9214\% \\ +Finish & 0.8666\% & 0.8914\% \\ +Kill & 88.0011\% & 85.6364\% \\ +Lost & 0.0039\% & 0.0030\% \\ +} +\caption{Relative usage of CPU and RAM resources w.r.t. final task termination.} +\end{figure} + +\begin{figure} +\spatialresourcewaste{Cluster A}{output_3_9.png} +\spatialresourcewaste{Cluster B}{output_3_11.png} +\spatialresourcewaste{Cluster C}{output_3_13.png} +\spatialresourcewaste{Cluster D}{output_3_15.png} +\spatialresourcewastetable{Cluster A}{ +No termination & 0.033962\% & 0.193674\% \\ +Evict & 2.838362\% & 3.399075\% \\ +Fail & 0.058335\% & 0.069755\% \\ +Finish & 0.000102\% & 0.000151\% \\ +Kill & 96.661332\% & 95.799104\% \\ +Lost & 0.407908\% & 0.538242\% \\ +} +\spatialresourcewastetable{Cluster B}{ +No termination & 0.000094\% & 0.000191\% \\ +Evict & 0.003365\% & 0.004696\% \\ +Fail & 0.003061\% & 0.004965\% \\ +Finish & 0.012696\% & 0.017647\% \\ +Kill & 91.094839\% & 85.573746\% \\ +Lost & 8.885947\% & 14.398756\% \\ +} +\spatialresourcewastetable{Cluster C}{ +No termination & 0.000105\% & 0.000221\% \\ +Evict & 0.008618\% & 0.006991\% \\ +Fail & 0.001261\% & 0.001459\% \\ +Finish & 0.015047\% & 0.017003\% \\ +Kill & 82.483146\% & 79.698011\% \\ +Lost & 17.491823\% & 20.276314\% \\ +} +\spatialresourcewastetable{Cluster D}{ +No termination & 0.000948\% & 0.000128\% \\ +Evict & 0.046057\% & 0.006352\% \\ +Fail & 0.023703\% & 0.002770\% \\ +Finish & 0.095353\% & 0.012975\% \\ +Kill & 95.468127\% & 97.927565\% \\ +Lost & 4.365813\% & 2.050210\% \\ +} +\spatialresourcewaste{Cluster E}{output_3_17.png} +\spatialresourcewaste{Cluster F}{output_3_19.png} +\spatialresourcewaste{Cluster G}{output_3_21.png} +\spatialresourcewaste{Cluster H}{output_3_23.png} +\spatialresourcewastetable{Cluster E}{ +No termination & 0.015102\% & 0.016472\% \\ +Evict & 0.362088\% & 0.321274\% \\ +Fail & 0.051373\% & 0.047377\% \\ +Finish & 1.672195\% & 1.310360\% \\ +Kill & 97.899179\% & 98.304482\% \\ +Lost & 0.000063\% & 0.000034\% \\ +} +\spatialresourcewastetable{Cluster F}{ +No termination & 0.000114\% & 0.000306\% \\ +Evict & 0.007986\% & 0.013466\% \\ +Fail & 0.000913\% & 0.002064\% \\ +Finish & 0.013296\% & 0.021751\% \\ +Kill & 94.396548\% & 90.227868\% \\ +Lost & 5.581144\% & 9.734546\% \\ +} +\spatialresourcewastetable{Cluster G}{ +No termination & 0.001283\% & 0.000748\% \\ +Evict & 0.034040\% & 0.025278\% \\ +Fail & 0.004384\% & 0.003918\% \\ +Finish & 0.176091\% & 0.166656\% \\ +Kill & 27.376816\% & 30.954255\% \\ +Lost & 72.407386\% & 68.849146\% \\ +} +\spatialresourcewastetable{Cluster H}{ +No termination & 0.000148\% & 0.000022\% \\ +Evict & 0.006021\% & 0.000751\% \\ +Fail & 0.000858\% & 0.000144\% \\ +Finish & 0.015642\% & 0.001873\% \\ +Kill & 78.910066\% & 97.713322\% \\ +Lost & 21.067264\% & 2.283888\% \\ +} +\caption{Requested resource waste} +\end{figure} diff --git a/report/figures/spatial_resource_waste/output_3_1.png b/report/figures/spatial_resource_waste/output_3_1.png new file mode 100644 index 00000000..78288a15 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_1.png differ diff --git a/report/figures/spatial_resource_waste/output_3_11.png b/report/figures/spatial_resource_waste/output_3_11.png new file mode 100644 index 00000000..c6014e28 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_11.png differ diff --git a/report/figures/spatial_resource_waste/output_3_13.png b/report/figures/spatial_resource_waste/output_3_13.png new file mode 100644 index 00000000..fc91a661 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_13.png differ diff --git a/report/figures/spatial_resource_waste/output_3_15.png b/report/figures/spatial_resource_waste/output_3_15.png new file mode 100644 index 00000000..336f9f98 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_15.png differ diff --git a/report/figures/spatial_resource_waste/output_3_17.png b/report/figures/spatial_resource_waste/output_3_17.png new file mode 100644 index 00000000..b46d6c38 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_17.png differ diff --git a/report/figures/spatial_resource_waste/output_3_19.png b/report/figures/spatial_resource_waste/output_3_19.png new file mode 100644 index 00000000..50ff22c3 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_19.png differ diff --git a/report/figures/spatial_resource_waste/output_3_21.png b/report/figures/spatial_resource_waste/output_3_21.png new file mode 100644 index 00000000..e43a9bca Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_21.png differ diff --git a/report/figures/spatial_resource_waste/output_3_23.png b/report/figures/spatial_resource_waste/output_3_23.png new file mode 100644 index 00000000..e30eb0ec Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_23.png differ diff --git a/report/figures/spatial_resource_waste/output_3_3.png b/report/figures/spatial_resource_waste/output_3_3.png new file mode 100644 index 00000000..0d49ccd7 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_3.png differ diff --git a/report/figures/spatial_resource_waste/output_3_5.png b/report/figures/spatial_resource_waste/output_3_5.png new file mode 100644 index 00000000..d3647d34 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_5.png differ diff --git a/report/figures/spatial_resource_waste/output_3_7.png b/report/figures/spatial_resource_waste/output_3_7.png new file mode 100644 index 00000000..a127416e Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_7.png differ diff --git a/report/figures/spatial_resource_waste/output_3_9.png b/report/figures/spatial_resource_waste/output_3_9.png new file mode 100644 index 00000000..bf475699 Binary files /dev/null and b/report/figures/spatial_resource_waste/output_3_9.png differ diff --git a/spatial_resource_waste/spatial_resource_waste.ipynb b/spatial_resource_waste/spatial_resource_waste.ipynb index afd27e6d..dc2a5b9f 100644 --- a/spatial_resource_waste/spatial_resource_waste.ipynb +++ b/spatial_resource_waste/spatial_resource_waste.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 10, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -17,16 +17,16 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ - "DIR = \"/home/claudio/hdd/git/bachelorThesis/spatial_resource_waste/\"" + "DIR = \"/Users/maggicl/Git/bachelorThesis/spatial_resource_waste/\"" ] }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -35,7 +35,11 @@ " print(\"Cluster \" + cluster + \":\")\n", " df[\"cpu\"] = df[\"cpu\"] / s[\"cpu\"]\n", " df[\"ram\"] = df[\"ram\"] / s[\"ram\"]\n", - " print(df) \n", + " \n", + " latex = df.copy()\n", + " latex[\"cpu\"] = latex[\"cpu\"] * 100\n", + " latex[\"ram\"] = latex[\"ram\"] * 100\n", + " print(latex.to_latex()) \n", "\n", " df2 = df.copy()\n", " df[\"kind\"] = \"cpu\"\n", @@ -64,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -72,18 +76,24 @@ "output_type": "stream", "text": [ "Cluster a:\n", - " term cpu ram\n", - "0 -1 0.006972 0.010447\n", - "1 6 0.013963 0.011066\n", - "2 5 0.022792 0.028387\n", - "3 4 0.134392 0.118184\n", - "4 8 0.000091 0.000091\n", - "5 7 0.821791 0.831826\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.697158 & 1.044663 \\\\\n", + "1 & 6 & 1.396250 & 1.106569 \\\\\n", + "2 & 5 & 2.279234 & 2.838677 \\\\\n", + "3 & 4 & 13.439164 & 11.818397 \\\\\n", + "4 & 8 & 0.009127 & 0.009052 \\\\\n", + "5 & 7 & 82.179067 & 83.182642 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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p06b8a6+9tnjChAn+mYHu3buXjRkzpmj8+PH7NmzYkD948ODDt956a9qUKVP2rV27dv1bb7311fjx49N97Tdv3tx02bJlG995551tALBjx464FStWbJo/f/6W8ePHdxo4cODBTZs25Tdt2rRy7ty5rQPr/O6776IGDBhweOPGjfkDBgw4/PTTTycBwKBBgw5/+eWXG9avX58/YsSI/dnZ2WcFq81/WTfeeGOnBx98cNemTZvye/bs+d20adPa+aaVl5dzzZo16x955JGC7OzsdoF1VCcc3dqLAEwk+QaA/gBKdL5ZRKTxSUhIqBw5cmTxww8/fGZ8fHylb/yqVauaL1my5CsAmDBhwv77778/taZlLV++vNXmzZvjfcOHDx+OLikpiQKAwYMHf9uiRYvvr06/9NJLS+Li4qxfv37fVVRUcMSIEQcBoGfPnt9t27atSeCyY2NjbdSoUSUA0Ldv3yMffPBBKwDYtm1bk6uvvjq1qKgotqysLCotLa20uhqLi4ujDx06FH355ZcfBoBbbrmleOTIkWf7po8cOfIAAJx//vlHpk6d+oM6qlNjOJN8HcDFANqS3AXgvwHEAoCZzQCQA2AIgC0AjgK46WQKEBGRhuPuu+/e16dPn4xRo0Z9U5vlmBm++OKL9c2aNfvBLWLNmzev9B+Oi4szAIiOjkZMTIxFRTmdwlFRUSgvL2fg/P5tYmJivm8zceLEDpMnT947evToksWLF7c82aPdQE2bNjXfe1RUVPygjurU2K1tZteZWYqZxZpZqpm9ZGYz3GCGOW43s85m1tvM9BxIEZFGKjk5ueKKK6448Nprr7X1jTvvvPOOzJw58wwAeP755xOysrIOB87XsmXLikOHDn3fHX7BBRccfOihh870Da9YsSI+cJ5wO3ToUHSHDh2OA8DLL7+cWFVtPomJiRWtWrWq8J1PfumllxIHDBjwg3U7Ffr5ThGRBiaUW59Op3vuuWfvrFmzvr/qd8aMGTvHjBmT/uSTT56VmJhYPnv27O2B8wwfPvzbESNGdF6yZEmbP/7xjztfeOGFgrFjx3bo1q1bRkVFBfv373/o/PPP33ma69593XXXdW7dunX5BRdccGjnzp1xwWrzn+fPf/7ztgkTJnScNGlSVIcOHUpff/31H6zbqaBze3Ldy8rKstzcUzvI1m0qUh0v3KaifVSqU5t9lORKM8vyH5eXl7c9MzOzVt3IEhl5eXltMzMz0wPH67e1RUREPEbhLCIi4jEKZxEREY9ROIuIiHiMwllERMRjFM4iIiIeo/ucRUQamvtah/WRkbivpMb7pqOjo/t27dr1O9/wsGHD9peWlvLYsWNRzz777PfPW1ixYkX89ddff/bWrVvXtW/fvndubu76lJSU8p07d8bcdtttHfLy8pq1atWqom3btscffvjhwptuuqkTAOzZs6dJixYtKlq2bFmRkJBQvmLFik1hXUePUTiLiEitxcXFVW7YsCHff9zq1avjhgwZ0s0/nF999dWEYcOG7fdvV1lZiSuvvLLLz3/+8+LFixdvBYBPPvkkvqSkJNq3zOHDh6cPHTq05KabbjpQF+sTaQpnERE5Lc4999zS1q1bl3/44YfNBw4ceAQAFi1alLBkyZITjnoXL17cMiYmxvyfkzxgwIDvApfXmOics4iI1FppaWlUjx49Mnz/XnzxxTMAYPjw4fvnzJmTAAB/+9vfmrdp06a8d+/eJzztafXq1fGZmZlHI1G3V+nIWUREai1YtzYAjBkzZv8FF1xwTkVFRcGcOXMShg8fvj/Y/HIiHTmLiMhp06VLl+OpqamlOTk5LXNycs4YM2bMD8K5d+/e3+Xl5TWLRH1epXAWEZHTauTIkfunTp2alpaWVtq5c+fjgdOvuOKKQ2VlZXzssce+f8zkZ599Fu97FGNjpG5tEZGGJoRbn8LNd87ZNzxw4MCS5557rhAAxowZc+Cee+5Je/DBBwuCzRsVFYVFixZ9ddttt6U9+eSTZ8XFxVlqamrp008/HbR9Y6BwFhGRWquoqKjyC0FKSkp5eXn5F4HjCwsL1/hep6enH8/Jydla1TLmz5+/vdZF1iPq1hYREfEYhbOIiIjHKJxFREQ8RuEsIiLiMQpnERERj1E4i4iIeIxupRIRaWB6z+od1kdGrrlhzUk/MnLhwoVbunfvXpadnX3mAw88kLp79+68xMTECsB50MUf/vCH5I8++mjLU089lZibm9t89uzZO8NZc32ncBYRkVqr6re1582bl9CrV68jr776apvJkycXR6K2+kjd2iIiclqsW7cu7ujRo9HZ2dmFc+fOTYh0PfWJwllERGrN/5GRgwYN6gwAs2fPPuM///M/9w8ePPjwtm3bmhYUFKi3NkTaUCIiUmvBurUXLFiQuGDBgi3R0dEYMmTIgVdeeeWM3/zmN0WRqrE+UTiLiEjY/fOf/4zfsWNH3ODBg7sBwPHjx5mamlqmcA6NurVFRCTsZs+enXDnnXfuLiwsXFNYWLjm66+/Xr1v377YTZs2NYl0bfWBjpxFRBqYUG59Ot3efvvthHfeeWez/7jLLrvswKxZsxIGDBhwxH/8vHnzEpcuXdrGN7xixYr1wZ773JgonEVEpNaOHj26yn94165dawLbzJw5c5fv9dChQw8BwKRJk4onTZqkW6wChNStTXIwyY0kt5CcHmR6B5IfkVxFcjXJIeEvVUREpHGoMZxJRgN4FsBlADIAXEcyI6DZbwHMNbPzAIwC8Fy4CxUREWksQjly7gdgi5ltNbMyAG8AuCqgjQFo5b5uDWB3+EoUERFpXEIJ5/YACvyGd7nj/N0H4HqSuwDkAPhVsAWRHEcyl2RuUZGuphcREQkmXLdSXQfgZTNLBTAEwCskf7BsM3vBzLLMLCspKSlMby0iItKwhBLOhQDS/IZT3XH+bgYwFwDM7BMATQG0DUeBIiIijU0ot1J9DqAryU5wQnkUgJ8HtNkJ4BIAL5M8B044q99aRCQC1vc4J6yPjDxnw/pTemTk5s2b4/wfDfnrX/86/ZNPPsnv37//dwDQtWvXnosXL97cvXv3svbt2/fOzc1dn5KSUj5t2rSz5s+fnxgVFWVRUVF47rnndgwcOPBIv379uj/22GMFP/3pT48CwMaNG5sMHTq06+bNm9eFc329oMZwNrNykhMBLAUQDeBPZraOZDaAXDNbBOBOAC+SvAPOxWE3mpmdzsJFRMQ7gv229ubNm+P8h5OTk8uys7NT3n333a1VLeeDDz5ovnTp0jZr1qzJj4+Ptz179sSUlpbydNXtVSH9CImZ5cC50Mt/3L1+r/MB/CS8pYmISENyySWXlHz22Wct8/Ly4jIzM0uDtSksLIxNSEgoj4+PNwBISUkpr9sqvUG/rS0iIrUW7JGRgaKiojB58uS9999/f0pVy7n66qsP7t69u0l6enqv66+/vsO7777bwn/6mDFjzva9z5AhQ7qGez28QuEsIiK15uvW3rBhQ/5f//rXr6pqd+uttxZ/8cUXLTZs2BD0ARitW7euXLt2bf4zzzyzIykpqfyGG27o/NRTTyX6ps+ePXur731ycnI2B1tGQ6BwFhGROhMbG4uJEyfuzc7OPquqNjExMRg6dOihJ554Yvejjz668+233z6jLmv0Aj34QkRE6tTEiROLu3XrdtaRI0eiA6fl5eXFRUVFoXfv3qUAsGrVqvjU1NSyuq8yshTOIiINTCi3PkVS06ZNbdy4cV//7ne/SwucdvDgwehJkyZ1OHjwYHR0dLSlp6eXzpo1a0ck6owkRuqOp6ysLMvNzT2leZ8d/2GYq5GG5PYZAyNdgvZRqVZt9lGSK80sy39cXl7e9szMzG9qXZjUuby8vLaZmZnpgeN1zllERMRjFM4iIiIeo3AWERHxGIWziIiIxyicRUREPEbhLCIi4jG6z1lEpIF5dvyHYX1k5O0zBtZ433SzZs3OO3r06CoAePPNN1tPmzYt7f333980Y8aMti1atKjIzs7eN3z48PShQ4eW3HTTTQd88zXkxz7WhsJZRETCZuHChS2nTp2atmTJks3dunVrdL/sFS4KZxERCYslS5a0uP3229PfeeedzT179gz6SEgJjcJZRERqraysjKNGjery/vvvbzzvvPOORbqe+k4XhImISK3FxsZanz59Ds+YMaNtpGtpCBTOIiJSaySxaNGiratWrWo+ffr0Kh8HKaFROIuISFi0bNmycunSpZvnzZuX+MQTT+gIuhZ0zllEpIEJ5dan0yU5Obnivffe23TRRRf1OPPMM48HTr/jjjs6Tp8+PQ0AUlJSyt58882t27Zti0tOTj7X1+ahhx4q+OUvf3kgcN7GROEsIiK15rvHGQC6dOlyvLCwcA0AjB49usQ3fv78+duDzVteXv7FaS+wnlG3toiIiMconEVERDxG4SwiIuIxCmcRERGPUTiLiIh4jMJZRETEY3QrlYhIA/OHa4eG9ZGRd765+KQeGelTXFwcPXbs2LSVK1e2MDNkZWUdnjlzZkFiYmJFRUUFbr755rTly5e3ImlNmjSxefPmfXXNNdecXVZWFlVSUhJ97NixqOTk5OMAsHDhwi3du3dvNE+5UjiLiMhpMXr06I4ZGRnH3nrrrbUAcMcdd7S7/vrrOy5ZsmTrzJkzE/bu3Ru7YcOGddHR0fjqq69iW7VqVbl69eoNAPDUU08l5ubmNp89e/bOyK5FZCicRUQk7NauXRu3Zs2a5osXL97qG/foo4/u7tixY+9169bF7dmzJzY5Ofl4dHQ0AKBz584/+DWxxkznnEVEJOzy8vKaZmRkHI2J+dcxYExMDDIyMo5++eWXTX/xi1/s/+CDD9r06NEj45Zbbkldvnx5fATL9RyFs4iI1LnOnTsf37Jly9rs7OxdUVFRGDJkSPeFCxe2jHRdXhFSOJMcTHIjyS0kp1fR5hqS+STXkXwtvGWKiEh9kpmZeSw/P79ZRUXF9+MqKiqQn5/fLDMz8xgAxMfH2zXXXHPw+eef3zV58uQ9CxYsaBOper2mxnAmGQ3gWQCXAcgAcB3JjIA2XQHcDeAnZtYTwK/DX6qIiNQXvXr1Ku3Zs+fRadOmpfjGTZs2LaVXr15He/XqVfqPf/yj2fbt22MBJ7TXrFkT37Fjx0ZzNXZNQrkgrB+ALWa2FQBIvgHgKgD5fm1uAfCsmR0AADP7OtyFiohIaEK59Snc3Nuevn/s44QJE/bNmTNn+9ixYzukpaX1AoA+ffocmTNnznYA2Lt3b8ytt97asaysLAoAfvSjHx2ZPn26ssMVSji3B1DgN7wLQP+ANt0AgORyANEA7jOz98JSoYiIeF5lZWXQLwQLFy7cFmz8iBEjDo4YMeJgVcubNGlSMYDiMJVX74TrVqoYAF0BXAwgFcAykr3N7Fv/RiTHARgHAB06dAjTW4uIiDQsoVwQVgggzW841R3nbxeARWZ23My2AdgEJ6xPYGYvmFmWmWUlJSWdas0iIiINWijh/DmAriQ7kWwCYBSARQFt3oZz1AySbeF0c2+FiIjUhcrKykpGugg5Oe5nVhlsWo3hbGblACYCWApgPYC5ZraOZDbJK91mSwEUk8wH8BGAqWbWaM8ViIjUsbVFRUWtFdD1R2VlJYuKiloDWBtsekjnnM0sB0BOwLh7/V4bgCnuPxERqUPl5eVj9+7dO3Pv3r29oB+Xqi8qAawtLy8fG2yifltbRKSe69u379cArqyxodQb+oYlIiLiMQpnERERj1E4i4iIeIzCWURExGMUziIiIh6jcBYREfEYhbOIiIjHKJxFREQ8RuEsIiLiMQpnERERj1E4i4iIeIzCWURExGMUziIiIh6jcBYREfEYhbOIiIjHKJxFREQ8RuEsIiLiMQpnERERj1E4i4iIeIzCWURExGMUziIiIh6jcBYREfEYhbOIiIjHKJxFREQ8RuEsIiLiMQpnERERj1E4i4iIeIzCWURExGMUziIiIh6jcBYREfEYhbOIiIjHKJxFREQ8JqRwJjmY5EaSW0hOr6bdcJJGMit8JYqIiDQuNYYzyWgAzwK4DEAGgOtIZgRp1xLAZACfhbtIERGRxiSUI+d+ALaY2VYzKwPwBoCrgrT7fwAeAXAsjPWJiIg0OqGEc3sABX7Du9xx3yPZB0Camb1b3YJIjiOZSzK3qKjopIsVERFpDGp9QRjJKACPA7izprZm9oKZZZlZVlJSUm3fWkREpEEKJZwLAaT5Dae643xaAugF4O8ktwP4MYBFuihMRETk1IQSzp8D6EqyE8kmAEYBWOSbaGYlZtbWzNLNLB3ApwCuNLPc01KxiIhIA1djOJtZOYCJAJYCWA9grpmtI5lN8srTXaCIiEhjExNKIzPLAZATMO7eKtpeXPuyREREGi/9QpiIiIjHKJxFREQ8RuEsIiLiMQpnERERj1E4i4iIeIzCWURExGMUziIiIh6jcBYREfEYhbOIiIjHKJxFREQ8RuEsIiLiMQpnERERj1E4i4iIeIzCWURExGMUziIiIh6jcBYREfEYhbOIiIjHKJxFREQ8RuEsIiLiMQpnERERj1E4i4iIeIzCWURExGMUziIiIh6jcBYREfEYhbOIiIjHKJxFREQ8RuEsIiLiMQpnERERj1E4i4iIeIzCWURExGMUziIiIh6jcBYREfGYkMKZ5GCSG0luITk9yPQpJPNJrib5N5Idw1+qiIhI41BjOJOMBvAsgMsAZAC4jmRGQLNVALLM7FwA8wD8PtyFioiINBahHDn3A7DFzLaaWRmANwBc5d/AzD4ys6Pu4KcAUsNbpoiISOMRSji3B1DgN7zLHVeVmwEsCTaB5DiSuSRzi4qKQq9SRESkEQnrBWEkrweQBeDRYNPN7AUzyzKzrKSkpHC+tYiISIMRE0KbQgBpfsOp7rgTkLwUwD0ALjKz0vCUJyIi0viEcuT8OYCuJDuRbAJgFIBF/g1IngfgeQBXmtnX4S9TRESk8agxnM2sHMBEAEsBrAcw18zWkcwmeaXb7FEALQD8heSXJBdVsTgRERGpQSjd2jCzHAA5AePu9Xt9aZjrqtbAv99el28n9c76SBcgIlIr+oUwERERjwnpyFlETo56d6R66t2R6tXLcL7m7npZttSRNZEuQESklpRyIqeBvkBKdfQFUmqic84iIiIeo3AWERHxGIWziIiIx9TLE2Nrtu2MdAkiIiKnjY6cRUREPKZeHjmLeJ16d0SkNnTkLCIi4jEKZxEREY9ROIuIiHiMwllERMRjFM4iIiIeo3AWERHxGIWziIiIxyicRUREPEbhLCIi4jEKZxEREY9ROIuIiHiMwllERMRjFM4iIiIeo3AWERHxGIWziIiIxyicRUREPEbhLCIi4jEKZxEREY9ROIuIiHiMwllERMRjFM4iIiIeo3AWERHxGIWziIiIx4QUziQHk9xIcgvJ6UGmx5F8053+Gcn0sFcqIiLSSMTU1IBkNIBnAQwCsAvA5yQXmVm+X7ObARwwsy4kRwF4BMC1p6NgAEg/9trpWrQ0ANsjXQC0j0r1tke6APG8UI6c+wHYYmZbzawMwBsArgpocxWAWe7reQAuIcnwlSkiItJ41HjkDKA9gAK/4V0A+lfVxszKSZYASATwjX8jkuMAjHMHD5PceCpFyw+0RcC2bsz4SKQrkCC0j/qp5T7aMUxliIeFEs5hY2YvAHihLt+zMSCZa2ZZka5DpCraR0VOTijd2oUA0vyGU91xQduQjAHQGkBxOAoUERFpbEIJ588BdCXZiWQTAKMALAposwjADe7rEQA+NDMLX5kiIiKNR43d2u455IkAlgKIBvAnM1tHMhtArpktAvASgFdIbgGwH06AS93RqQLxOu2jIieBOsAVERHxFv1CmIiIiMconEVERDxG4SwiIuIxCmcRCRs69HdFpJb0P1E9QHIMydUk80i+QvJlkjNI5pLcRHKo2+5Gks/4zbeY5MWRqlsaB5Lp7oNxZgNYC+Ald99cR/J+v3bbST5E8kt3eh+SS0l+RXJ85NZAxHvq9BfC5OSR7AngtwDON7NvSCYAeBxAOpzfPe8M4COSXSJXpQi6ArjBzD4lmWBm+92H5vyN5Llmttptt9PMfkTyCQAvA/gJgKZwQn1GRCoX8SAdOXvfQAB/MbNvAMDM9rvj55pZpZltBrAVQI9IFSgCYIeZfeq+vobkFwBWAegJIMOvne8HjNYA+MzMDplZEYBSkm3qrFoRj9ORc/0VeIO6ASjHiV+4mtZdOdLIHQEAkp0A/BeAfzOzAyRfxon7Yan730q/175h/T0ScenI2fs+BDCSZCIAuN3acMdFkewM4GwAG+E8JvZH7vg0ON3eInWpFZygLiGZDOCyCNcjUi/pm6rHuT+V+gCAj0lWwOkqBICdAP4J54/heDM7RnI5gG0A8gGsB/BFJGqWxsvM8kiuArABzmNkl0e4JJF6ST/fWQ+5XYWLzWxepGsREZHwU7e2iIiIx+jIWURExGN05CwiIuIxCmcRERGPUTiLiIh4jMJZRETEYxTOIiIiHvP/ARs1SVT95QwAAAAAAElFTkSuQmCC\n", + "image/png": 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\n", 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" ] @@ -98,18 +108,24 @@ "output_type": "stream", "text": [ "Cluster b:\n", - " term cpu ram\n", - "0 -1 0.002582 0.004637\n", - "1 6 0.025877 0.012231\n", - "2 5 0.062950 0.083841\n", - "3 4 0.048340 0.073120\n", - "4 8 0.000036 0.000027\n", - "5 7 0.860215 0.826144\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.258227 & 0.463674 \\\\\n", + "1 & 6 & 2.587750 & 1.223111 \\\\\n", + "2 & 5 & 6.294957 & 8.384084 \\\\\n", + "3 & 4 & 4.833987 & 7.312033 \\\\\n", + "4 & 8 & 0.003562 & 0.002727 \\\\\n", + "5 & 7 & 86.021517 & 82.614370 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -124,18 +140,24 @@ "output_type": "stream", "text": [ "Cluster c:\n", - " term cpu ram\n", - "0 -1 0.003376 0.003812\n", - "1 6 0.029399 0.033249\n", - "2 5 0.012294 0.020809\n", - "3 4 0.082099 0.080454\n", - "4 8 0.000093 0.000088\n", - "5 7 0.872740 0.861588\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.337613 & 0.381173 \\\\\n", + "1 & 6 & 2.939888 & 3.324938 \\\\\n", + "2 & 5 & 1.229367 & 2.080890 \\\\\n", + "3 & 4 & 8.209896 & 8.045434 \\\\\n", + "4 & 8 & 0.009253 & 0.008758 \\\\\n", + "5 & 7 & 87.273984 & 86.158807 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -150,18 +172,24 @@ "output_type": "stream", "text": [ "Cluster d:\n", - " term cpu ram\n", - "0 -1 0.004995 0.004822\n", - "1 6 0.008666 0.008914\n", - "2 5 0.030288 0.039214\n", - "3 4 0.076002 0.090656\n", - "4 8 0.000039 0.000030\n", - "5 7 0.880011 0.856364\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.499509 & 0.482199 \\\\\n", + "1 & 6 & 0.866571 & 0.891388 \\\\\n", + "2 & 5 & 3.028763 & 3.921395 \\\\\n", + "3 & 4 & 7.600152 & 9.065577 \\\\\n", + "4 & 8 & 0.003858 & 0.003044 \\\\\n", + "5 & 7 & 88.001148 & 85.636397 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", 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3b15/8803F0+cONE/Z6BLly6lY8aMKcrMzPxq48aN6wcNGnTkzjvvTJ4yZcpXa9eu3fD2229/mZmZmeqrv3r16iZLly7d+u67724HgJ07d8YsX7586/z587dmZmZeMGDAgEObN29e37hx44o333yzZWCcx48fj+jXr9+RTZs2re/Xr9+Rp556KgEABg4ceGTVqlUbN2zYsH748OH7Z8yYcX6w2Pzndfvtt18wc+bM3Zs3b17fvXv341OnTm3rKysrK+OaNWs2PPLII/kzZsxoGxjH6YSjW3sRgEkkXwfQF8BBHW8WEWl44uLiKkaMGFH88MMPfy82NrbCN/6LL75ounjx4i8BYOLEifunT5+eVNW8VqxY0WLLli2xvuEjR45EHjhwIAIABg0a9E2zZs2+7aG9+uqrD8bExFifPn2Ol5eXc/jw4YcAoHv37se3b9/eKHDe0dHRNnLkyIMA0Lt376PLli1rAQDbt29vdOONNyYVFRVFl5aWRiQnJ5ecLsbi4uLIw4cPR1577bVHAOCOO+4oHjFixIW+8hEjRhwAgP79+x+9//77vxPH6VSZnEm+BuBKAK1J7gbwXwCiAcDMZgPIAXANgK0AjgEYV50ARESk/njwwQe/6tWrV9rIkSO/rsl8zAy5ubkb/JOwT9OmTSv8h2NiYgwAIiMjERUVZRERTqdwREQEysrKvnPo1b9OVFTUt3UmTZqUcs899xTeeuutB7Ozs5tXt7UbqHHjxub7jPLy8mCHgCtVZbe2mY0yszZmFm1mSWb2JzOb7SZmmONuM+tgZj3NTM+BFBFpoBITE8uvu+66A6+++mpr37hLLrnk6Jw5c84DgOeffz4uIyPjSOB0zZs3Lz98+PC33eGXXXbZoUceeeR7vuGVK1fGBk4TbocPH45MSUk5CQAvv/xyfGWx+cTHx5e3aNGi3Hc8+U9/+lN8v379vrNsZ0K37xQRqWdCufTpbPrlL39ZOHfu3G/P+n3uued2jR07NvWPf/zj+fHx8WVZWVk7AqcZNmzYN8OHD++wePHiVk8++eSuF154IX/8+PEpnTt3TisvL2ffvn0P9+/ff9dZjnvPqFGjOiQmJpZmZGQc3bVrV0yw2Pyn+fOf/7x94sSJ7SdPnhyRkpJS8tprr31n2c4EncuTz72MjAzLzT2zRrYuUZHT8cplKtpOpTI12UZJfmZmGf7j8vLydqSnp9eoG1lqR15eXuv09PTUwPG6t7aIiIjHKDmLiIh4jJKziIiIxyg5i4iIeIySs4iIiMcoOYuIiHiMrnMWEalvftMyrI+MxG8OVnnddGRkZO9OnTod9w0PHTp0/4kTJyJKSkr4zDPPFPjGr1y5Mnb06NEXbtu2bV27du165ubmbmjTpk3Zrl27ou66666UvLy8Jo0aNbKkpKSShx9+uGDcuHEXAMDevXsbNWvWrLx58+blcXFxZStXrtwc1mX0GCVnERGpsZiYmIqNGzeu9x+Xl5cXc+2113b2T86vvPJK3LBhw/b716uoqMD111/f8ZZbbinOzs7eBjhJ/ODBg5G+eQ4bNix1yJAhB8eNG3fgXCxPbVNyFhGRsyI9Pb2kRYsWZcuXL286YMCAowCwaNGiuMWLF5/S6s3Ozm4eFRVl/s9J7t+///HA+TUkOuYsIiI1VlJSEtG1a9c03+vFF188DwCGDRu2f968eXEA8Le//a1pq1atynr27HnK055Wr14dm56efqw24vYqtZxFRKTGgnVrA8DYsWP3X3bZZd3Ky8vz582bFzd8+PD9waaXU6nlLCIiZ03Hjh1PtmvXriQnJ6d5Tk7Oebfddtt3knPPnj2P5+XlNamN+LxKyVlERM6qESNG7L///vuTU1JSSjp06HAysPy66647XFpayscee+zbx0x+8MEHTd57771m5zZS71C3tohIfRPCpU/h5jvm7BseMGDAwWeffbYAAMaMGXPgV7/6VfLMmTPzg00bERGBRYsWfXnXXXclP/nkk+fHxMRYUlJSyVNPPRW0fkOg5CwiIjVWXl5e6Q5B27Zty8rKyj4PHF9QULDG9z41NfVkTk7Otsrm8dZbb+2ocZB1iLq1RUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY3QplYhIPdNzbs+wPjJyzdg11X5k5MKFC7d26dKldPr06d+bOXNm0p49e/Li4+PLAedBF4899lji3//+962zZs2Kz83NbZqVlbUrnDHXdUrOIiJSY5XdW3v+/PnxPXr0ODpv3rxWkydPLq6N2OoidWuLiMhZsW7duphjx45FzJgxo+DNN9+Mq+146hIlZxERqTH/R0YOHDiwAwDMnTs3bujQofsHDRp0ZPv27Y0LCgrUWxsirSgREamxYN3ab7/9dtyCBQu2RkZGYvDgwQeysrLOe/DBB4tqK8a6RMlZRETC7pNPPonduXNnzKBBgzoDwMmTJ5mcnFyi5BwadWuLiEjYZWVlxd133317CgoK1hQUFKzZt2/f6sLCwkabN29uVNux1QVqOYuI1DOhXPp0tr3zzjtx2dnZW/zHDR48+MDcuXPj+vXrd9R//Pz58+OXLl3ayje8cuXKDcGe+9yQKDmLiEiNHTt27Av/Yf/HQfrMmTNnt+/9kCFDDgPA5MmTi3WJ1XeF1K1NchDJTSS3kpwWpLwlyXdJ5pFcR3Jc+EMVERFpGKpMziQjATwDYDCANACjSKYFVLsbwHozSwdwJYDHSOq4goiIyBkIpeXcB8BWM9tmZqUAXgdwQ0AdA9CcJAE0A7AfQFlYIxUREWkgQknO7QDk+w3vdsf5expANwB7AKwBcI+ZVQTOiOQEkrkkc4uKdDa9iIhIMKEkZwYZZwHDPwawCkBbABcDeJpki+9MZPaCmWWYWUZCQkK1gxUREWkIQknOuwEk+w0nwWkh+xsHYIE5tgLYDqBreEIUERFpWEK5lOpTAJ1IXgCgAMBIALcE1NkF4CoA/ySZCKALgG3hDFREREKzoWu3sD4ystvGDWf0yMgtW7bE+D8a8uc//3nqRx99tL5v377HAaBTp07ds7Ozt3Tp0qW0Xbt2PXNzcze0adOmbOrUqee/9dZb8RERERYREYFnn31254ABA4726dOnyx/+8If8H/7wh8cAYNOmTY2GDBnSacuWLevCubxeUGVyNrMykpMALAUQCeAlM1tHMtMtnw3gvwG8THINnG7wqWb29VmMW0REPCTYvbW3bNkS4z+cmJhYOmPGjDbvvfdepY23ZcuWNV26dGmrNWvWrI+NjbW9e/dGlZSUBDu8Wq+FdBMSM8sBkBMwbrbf+z0A/iO8oYmISH1y1VVXHfzkk0+a5+XlxaSnp5cEq1NQUBAdFxdXFhsbawDQpk2bBnnlj+6tLSIiNRbskZGBIiIicM899xROnz69TWXzufHGGw/t2bOnUWpqao/Ro0envPfee838y8eMGXOh73OuueaaTuFeDq9QchYRkRrzdWtv3Lhx/V//+tcvK6t35513Fn/++efNNm7cGPRGVS1btqxYu3bt+qeffnpnQkJC2dixYzvMmjUr3leelZW1zfc5OTk5W4LNoz5QchYRkXMmOjoakyZNKpwxY8b5ldWJiorCkCFDDj/xxBN7Hn300V3vvPPOeecyRi/Qgy9EROScmjRpUnHnzp3PP3r0aGRgWV5eXkxERAR69uxZAgBffPFFbFJSUum5j7J2KTmLiNQzoVz6VJsaN25sEyZM2PfrX/86ObDs0KFDkZMnT045dOhQZGRkpKWmppbMnTt3Z23EWZtoFnizr3MjIyPDcnNzz2jaZzKXhzkaqU/unj2gtkMAoO1UKleTbZTkZ2aW4T8uLy9vR3p6ui5frYPy8vJap6enpwaO1zFnERERj1FyFhER8RglZxEREY9RchYREfEYJWcRERGPUXIWERHxGF3nLCJSzzyTuTysj4y8e/aAKq+bbtKkySXHjh37AgDeeOONlg888EDysmXLNj/33HOtmzVrVj5jxoyvhg0bljpkyJCD48aNO+Cbrj4/9rEmlJxFRCRsFi5c2PwXv/hF8pIlS7Z06tSpwd3ZK1yUnEVEJCyWLFnS7O6770599913t3Tv3j3oIyElNErOIiJSY6Wlpbz55ps7vv/++5suueSSE7UdT12nE8JERKTGoqOjrVevXkdmz57durZjqQ+UnEVEpMZIYtGiRdtWrVrVdNq0aZU+DlJCo+QsIiJh0bx584olS5ZsmT9/fvwTTzyhFnQN6JiziEg9E8qlT2dLYmJi+ZIlSzZfccUVXRMSEsoCy++9997206ZNSwaANm3alL7xxhvbtm/fHpOYmHiRr87vfve7/J/85CcHAqdtSJScRUSkxnzXOANAx44dTxYUFKwBgNGjR3/jG//WW2/tCDZtWVnZ52c9wDpG3doiIiIeo+QsIiLiMUrOIiIiHqPkLCIi4jFKziIiIh6j5CwiIuIxupRKRKSeeezmIWF9ZOR9b2RX65GRPsXFxZHjx49Pzs3NbQYAGRkZR+bMmZMfHx9fXl5ejp/+9KfJK1asaEHSGjVqZPPnz//ypptuurC0tDTi4MGDkSdOnIhITEw8CQALFy7c2qVLlwbzlCslZxEROStuvfXW9mlpaSfefvvttQBw7733th09enT7xYsXb5szZ05cYWFh9MaNG9dFRkbiyy+/jG7RokXF6tWrNwLArFmz4nNzc5tmZWXtqt2lqB1KziIiEnZr166NWbNmTdPs7OxtvnGPPvronvbt2/dct25dzN69e6MTExNPRkZGAgA6dOhwstaC9SAdcxYRkbDLy8trnJaWdiwq6t9twKioKKSlpR1btWpV49tuu23/smXLWnXt2jXtjjvuSFqxYkVsLYbrOUrOIiISdmZGksHGgyQ6dOhwcuvWrWtnzJixOyIiAtdcc02XhQsXNq+FUD0ppORMchDJTSS3kpxWSZ0rSa4iuY7kB+ENU0RE6pKLL774+Lp165qUl5d/O668vBwbNmxoctFFF50AgNjYWLvpppsOPf/887vvueeevQsWLGhVawF7TJXJmWQkgGcADAaQBmAUybSAOq0APAvgejPrDmDEWYhVRETqiB49epR079792NSpU9v4xk2dOrVNjx49jvXo0aPkX//6V5MdO3ZEA07SXrNmTWz79u0bzNnYVQnlhLA+ALaa2TYAIPk6gBsArPercwuABWa2CwDMbF+4AxURkdCEculTuLmXPX372MeJEyd+NW/evB3jx49PSUlJ6WFm6NWr19F58+btAIDCwsKoO++8s31paWkEAFx88cVHp02bptzhCiU5twOQ7ze8G0DfgDqdAUST/AeA5gD+aGZZYYlQREQ8r6KiIugOwcKFC7cHGz98+PBDw4cPP1TZ/CZPnlwMoDhM4dU5oSTn7x7RByzIfHoDuApALICPSH5sZptPmRE5AcAEAEhJSal+tCIiIg1AKCeE7QaQ7DecBGBPkDpLzOyomX0N4EMA6YEzMrMXzCzDzDISEhLONGYREZF6LZTk/CmATiQvINkIwEgAiwLqLARwOckokk3gdHtvCG+oIiJSiYqKiopgvZziYe53VhGsrMrkbGZlACYBWAon4b5pZutIZpLMdOtsALAEwGoA/wdgjpmtDVP8IiJyemuLiopaKkHXHRUVFSwqKmoJIGiuDOn2nWaWAyAnYNzsgOFHATx6hnGKiMgZKisrG19YWDinsLCwB3RzqbqiAsDasrKy8cEKdW9tEZE6rnfv3vsAXF/bcUj4aA9LRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPCak5ExyEMlNJLeSnHaaet8nWU5yePhCFBERaViqTM4kIwE8A2AwgDQAo0imVVLvEQBLwx2kiIhIQxJKy7kPgK1mts3MSkSAHycAAAclSURBVAG8DuCGIPV+BuAtAPvCGJ+IiEiDE0pybgcg3294tzvuWyTbAfh/AGafbkYkJ5DMJZlbVFRU3VhFREQahFCSM4OMs4DhJwFMNbPy083IzF4wswwzy0hISAg1RhERkQYlKoQ6uwEk+w0nAdgTUCcDwOskAaA1gGtIlpnZO2GJUkREpAEJJTl/CqATyQsAFAAYCeAW/wpmdoHvPcmXAWQrMYuIiJyZKpOzmZWRnATnLOxIAC+Z2TqSmW75aY8zi4iISPWE0nKGmeUAyAkYFzQpm9ntNQ9LRESk4dIdwkRERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjlJxFREQ8RslZRETEY5ScRUREPEbJWURExGOUnEVERDxGyVlERMRjQkrOJAeR3ERyK8lpQcpvJbnafa0kmR7+UEVERBqGKpMzyUgAzwAYDCANwCiSaQHVtgO4wswuAvDfAF4Id6AiIiINRSgt5z4AtprZNjMrBfA6gBv8K5jZSjM74A5+DCApvGGKiIg0HKEk53YA8v2Gd7vjKvNTAIuDFZCcQDKXZG5RUVHoUYqIiDQgoSRnBhlnQSuSP4KTnKcGKzezF8wsw8wyEhISQo9SRESkAYkKoc5uAMl+w0kA9gRWInkRgDkABptZcXjCExERaXhCaTl/CqATyQtINgIwEsAi/wokUwAsAHCbmW0Of5giIiINR5UtZzMrIzkJwFIAkQBeMrN1JDPd8tkAHgIQD+BZkgBQZmYZZy9sERGR+iuUbm2YWQ6AnIBxs/3ejwcwPryhiYiINEy6Q5iIiIjHKDmLiIh4jJKziIiIxyg5i4iIeIySs4iIiMcoOYuIiHhMSJdSiUj1DfjH3bUdgnjWhtoOQDxOLWcRERGPUctZ5Cy56UH9e0lwa2o7APE8tZxFREQ8RslZRETEY+pkv5tOtJHT08k2IlK3qeUsIiLiMXWy5awTbeR0dLKNiNR1ajmLiIh4jJKziIiIx6h/WOQsWbN9V22HICJ1lFrOIiIiHqPkLCIi4jF1sltb3YUiIlKfqeUsIiLiMUrOIiIiHqPkLCIi4jFKziIiIh6j5CwiIuIxSs4iIiIeo+QsIiLiMUrOIiIiHqPkLCIi4jFKziIiIh6j5CwiIuIxSs4iIiIeo+QsIiLiMSElZ5KDSG4iuZXktCDlJDnLLV9Nslf4QxUREWkYqkzOJCMBPANgMIA0AKNIpgVUGwygk/uaAOC5MMcpIiLSYITyPOc+ALaa2TYAIPk6gBsArPercwOALDMzAB+TbEWyjZntDXvEAFJPvHo2Ziv1xI7aDsCl7VQqs6O2AxDPCyU5twOQ7ze8G0DfEOq0A3BKciY5AU7LGgCOkNxUrWilMq0BfF3bQXgFH6ntCCQIbaN+ariNtg9TGOJhoSRnBhlnZ1AHZvYCgBdC+EypBpK5ZpZR23GIVEbbqEj1hHJC2G4AyX7DSQD2nEEdERERCUEoyflTAJ1IXkCyEYCRABYF1FkEYIx71vYPABw8W8ebRURE6rsqu7XNrIzkJABLAUQCeMnM1pHMdMtnA8gBcA2ArQCOARh39kKWIHSoQLxO26hINdA5wVpERES8QncIExER8RglZxEREY9RchYREfEYJWcRCRv3ig39rojUkP6J6gCSY9wHiuSR/AvJl0nOJvlPkptJDnHr3U7yab/pskleWWuBS4NAMpXkBpLPAvgcwJ9I5pJcR3K6X70dJGeS/Mgt70VyKckvfVd/iIgjlDuESS0i2R3ALwFcamZfk4wD8DiAVABXAOgA4O8kO9ZelCLoAmCcmd1FMs7M9rsPzfkbyYvMbLVbL9/M+pF8AsDLAC4F0BjAOgCzayVyEQ9Sy9n7BgCYb2ZfA4CZ7XfHv2lmFWa2BcA2AF1rK0ARADvN7GP3/U0kPwfwBYDucJ5m5+O7gdEaAJ+Y2WEzKwJwgmSrcxeuiLep5ex9RJD7lAcZZwDKcOoOV+OzFZRIgKMAQPICAL8A8H0zO0DyZZy6HZa4fyv83vuG9Xsk4lLL2fv+BqclEg8Abrc2AIwgGUGyA4ALAWyC8yS6i93xyXAe9ylyLrWAk6gPkkyE86x3Eakm7al6nHur1N8C+IBkOZyuQsBJxh8ASASQaWYnSK4AsB1Ol+FaOCfniJwzZpZH8gs4x5C3AVhRyyGJ1Em6fWcd5HYVZpvZ/NqORUREwk/d2iIiIh6jlrOIiIjHqOUsIiLiMUrOIiIiHqPkLCIi4jFKziIiIh6j5CwiIuIx/x++DVD3AS3X5wAAAABJRU5ErkJggg==\n", 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" ] @@ -176,18 +204,24 @@ "output_type": "stream", "text": [ "Cluster a:\n", - " term cpu ram\n", - "0 -1 0.000340 0.001937\n", - "1 4 0.028384 0.033991\n", - "2 5 0.000583 0.000698\n", - "3 6 0.000001 0.000002\n", - "4 7 0.966613 0.957991\n", - "5 8 0.004079 0.005382\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.033962 & 0.193674 \\\\\n", + "1 & 4 & 2.838362 & 3.399075 \\\\\n", + "2 & 5 & 0.058335 & 0.069755 \\\\\n", + "3 & 6 & 0.000102 & 0.000151 \\\\\n", + "4 & 7 & 96.661332 & 95.799104 \\\\\n", + "5 & 8 & 0.407908 & 0.538242 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -202,18 +236,24 @@ "output_type": "stream", "text": [ "Cluster b:\n", - " term cpu ram\n", - "0 -1 9.355835e-07 0.000002\n", - "1 4 3.364512e-05 0.000047\n", - "2 5 3.060723e-05 0.000050\n", - "3 6 1.269581e-04 0.000176\n", - "4 7 9.109484e-01 0.855737\n", - "5 8 8.885947e-02 0.143988\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.000094 & 0.000191 \\\\\n", + "1 & 4 & 0.003365 & 0.004696 \\\\\n", + "2 & 5 & 0.003061 & 0.004965 \\\\\n", + "3 & 6 & 0.012696 & 0.017647 \\\\\n", + "4 & 7 & 91.094839 & 85.573746 \\\\\n", + "5 & 8 & 8.885947 & 14.398756 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -228,18 +268,24 @@ "output_type": "stream", "text": [ "Cluster c:\n", - " term cpu ram\n", - "0 -1 0.000001 0.000002\n", - "1 4 0.000086 0.000070\n", - "2 5 0.000013 0.000015\n", - "3 6 0.000150 0.000170\n", - "4 7 0.824831 0.796980\n", - "5 8 0.174918 0.202763\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.000105 & 0.000221 \\\\\n", + "1 & 4 & 0.008618 & 0.006991 \\\\\n", + "2 & 5 & 0.001261 & 0.001459 \\\\\n", + "3 & 6 & 0.015047 & 0.017003 \\\\\n", + "4 & 7 & 82.483146 & 79.698011 \\\\\n", + "5 & 8 & 17.491823 & 20.276314 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -254,18 +300,24 @@ "output_type": "stream", "text": [ "Cluster d:\n", - " term cpu ram\n", - "0 -1 0.000009 0.000001\n", - "1 4 0.000461 0.000064\n", - "2 5 0.000237 0.000028\n", - "3 6 0.000954 0.000130\n", - "4 7 0.954681 0.979276\n", - "5 8 0.043658 0.020502\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.000948 & 0.000128 \\\\\n", + "1 & 4 & 0.046057 & 0.006352 \\\\\n", + "2 & 5 & 0.023703 & 0.002770 \\\\\n", + "3 & 6 & 0.095353 & 0.012975 \\\\\n", + "4 & 7 & 95.468127 & 97.927565 \\\\\n", + "5 & 8 & 4.365813 & 2.050210 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -280,18 +332,24 @@ "output_type": "stream", "text": [ "Cluster e:\n", - " term cpu ram\n", - "0 -1 1.510196e-04 1.647196e-04\n", - "1 4 3.620883e-03 3.212742e-03\n", - "2 5 5.137287e-04 4.737717e-04\n", - "3 6 1.672195e-02 1.310360e-02\n", - "4 7 9.789918e-01 9.830448e-01\n", - "5 8 6.259843e-07 3.428963e-07\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.015102 & 0.016472 \\\\\n", + "1 & 4 & 0.362088 & 0.321274 \\\\\n", + "2 & 5 & 0.051373 & 0.047377 \\\\\n", + "3 & 6 & 1.672195 & 1.310360 \\\\\n", + "4 & 7 & 97.899179 & 98.304482 \\\\\n", + "5 & 8 & 0.000063 & 0.000034 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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XLy/o06fPnscffzwdoF+/fnu++uqrZUuXLi0YPHjw9tzc3JOi1RY+rauvvvrke+65Z8OKFSsKunXr9t348eNbh4aVlpbaokWLlt5///2Fubm5rSPrqIxOa4uISFw0a9asfMiQIdvuu+++E9PS0spD/RcsWNBg9uzZXwOMGjVq+9133922qmnNnTu38cqVK9NC3Xv27EneuXNnEkD//v2/bdiw4fdXp5933nk7U1NTXe/evb8rKyuzwYMH7wLo1q3bd2vWrKkbOe06deq4oUOH7gTo2bPn3vfee68xwJo1a+pecsklbYuLi+scOHAgKSMjo6SyGrdt25a8e/fu5F/84hd7AK677rptQ4YMOSU0fMiQITsAzj777L3jxo37QR2V0ZGziIjEze23377lpZdearF3795q5Ytzji+//HLpsmXLCpYtW1awdevWhU2aNCkHaNCgQXl429TUVAeQnJxMSkqKS0ryZp2UlERpaalFTju8TUpKyvdtRo8e3e7GG2/cumLFioInnnhiXUlJSbWWoV69ei40j7Kysh/UURmFs4iIxE3Lli3LLrzwwh0vvfRSi1C/008/fe/kyZNPAHjqqaea9erVa0/keI0aNSrbvXv396fDzznnnF333nvviaHuefPmpUWOE2+7d+9Obteu3UGA5557rnlFtYU0b968rHHjxmWh75OfffbZ5n369PnBsh0JndYWETnOxPLTp6Ppjjvu2DxlypT0UPekSZPWDx8+PPPRRx89qXnz5qVTp05dGznOoEGDvh08eHCH2bNnN/3LX/6y/umnny4cMWJEu6ysrOyysjI788wzd5999tnrj3LdG6+44ooOTZo0KT3nnHN2r1+/PjVabeHj/PWvf10zatSo9mPGjElq165dyd/+9rcfLNuRMOcSc1OZXr16uby8vCMaVw+yl8pU50H28aJtVCpTnW3UzOY753qF98vPz1+bk5PzTbULk2MuPz+/RU5OTmZkf53WFhERCRiFs4iISMAonEVERAJG4SwiIhIwCmcREZGAUTiLiIgEjH7nLCJyvLmrSVwfGcldO6v83XRycnLPTp06fRfqvvTSS7eXlJTY/v37kyZOnFgU6j9v3ry0YcOGnbJ69eolbdq06ZGXl7e0VatWpevXr0+58cYb2+Xn59dv3LhxWYsWLQ7ed999Rddcc83JAJs2barbsGHDskaNGpU1a9asdN68eSviuowBo3AWEZFqS01NLV+2bFlBeL+FCxemDhgwICs8nF944YVml1566fbwduXl5Vx00UUdf/nLX26bOXPmaoBPP/00befOncmhaQ4aNChz4MCBO6+55podx2J5Ek3hLCIiR8Wpp55a0qRJk9L333+/Qd++ffcCzJgxo9ns2bMPOeqdOXNmo5SUFBf+nOQ+ffp8Fzm92kTfOYuISLWVlJQkdenSJTv0euaZZ04AGDRo0PYXX3yxGcA///nPBk2bNi3t0aPHIU97WrhwYVpOTs6+RNQdVDpyFhGRaot2Whtg+PDh288555yuZWVlhS+++GKzQYMGbY82vhxKR84iInLUdOzY8WDbtm1LZs2a1WjWrFknDB8+/Afh3KNHj+/y8/PrJ6K+oFI4i4jIUTVkyJDt48aNy8jIyCjp0KHDwcjhF1544e4DBw7YQw899P1jJj///PO00KMYayOd1hYROd7E8NOneAt95xzq7tu3784nn3yyCGD48OE77rjjjox77rmnMNq4SUlJzJgx4+sbb7wx49FHHz0pNTXVtW3btuTxxx+P2r42UDiLiEi1lZWVVbhD0KpVq9LS0tIvI/sXFRUtCr3PzMw8OGvWrNUVTeO1115bW+0iaxCd1hYREQkYhbOIiEjAKJxFREQCRuEsIiISMApnERGRgFE4i4iIBIx+SiUicpzpMaVHXB8ZueiqRYf9yMjp06ev6ty584Hc3NwT//SnP7XduHFjfvPmzcvAe9DFn//855YffPDBqscee6x5Xl5eg6lTp66PZ801XUxHzmbW38yWm9kqM5sQZXg7M/vAzBaY2UIzGxD/UkVEJKhC99YOvTp37nwAYNq0ac26d+++94UXXmia4BJrlCrD2cySgYnABUA2cIWZZUc0+wPwqnPudGAo8GS8CxURkZplyZIlqfv27UvOzc0tevXVV5slup6aJJYj597AKufcaufcAeBl4OKINg5o7L9vAmyMX4kiIhJ04Y+M7NevXweAqVOnnvCf//mf2/v3779nzZo19QoLC/VVaoxiWVFtgPD7m24Azoxocxfwrpn9BmgAnBdtQmZ2PXA9QLt27Q63VhERCahoj4x8/fXXm7/++uurkpOTGTBgwI7nn3/+hN///vfFiaqxJonX1dpXAM8559oCA4DnzewH03bOPe2c6+Wc65Wenh6nWYuISND861//Slu3bl1q//79s9q0adNjxowZzaZNm9Y80XXVFLGEcxGQEdbd1u8X7lrgVQDn3KdAPaAFIiJSK02dOrXZrbfeurGoqGhRUVHRoq1bty7csmVLnRUrVtRNdG01QSyntb8AOpnZyXihPBT4ZUSb9cDPgefMrCteOOvUhYhIAsTy06ej7c0332z21ltvrQzvd8EFF+yYMmVKsz59+uwN7z9t2rTmc+bMaRrqnjdv3tJoz32uTaoMZ+dcqZmNBuYAycD/OOeWmFkukOecmwHcCjxjZrfgXRx2tXPOHc3CRUQkOPbt27cgvHvDhg2LIttMnjx5Q+j9wIEDdwOMGTNm25gxY7Yd/QprlpiunHPOzQJmRfS7M+x9AfDj+JYmIiJSO+n2nSIiIgGjcBYREQkYhbOIiEjAKJxFREQCRuEsIiISMLrPqYjIcWZpl65xfWRk12VLj+iRkStXrkwNfzTkb3/728xPP/204Mwzz/wOoFOnTt1mzpy5snPnzgfatGnTIy8vb2mrVq1Kx48ff9Jrr73WPCkpySUlJfHkk0+u69u3797evXt3fuihhwp/+tOf7gNYvnx53YEDB3ZauXLlkngubxAonEVEpNqi3Vt75cqVqeHdLVu2PJCbm9vq7bffXl3RdN57770Gc+bMabpo0aKCtLQ0t2nTppSSkhI7WnUHlU5ri4jIMfHzn/9854oVK9Ly8/NTK2pTVFRUp1mzZqVpaWkOoFWrVqWZmZm17m5hCmcREam2aI+MjJSUlMTNN9+8+e67725V0XQuueSSXRs3bqybmZnZfdiwYe3efvvthuHDhw8ffkpoPgMGDOgU7+UICoWziIhUW+i09rJlywr+8Y9/fF1RuxtuuGHbl19+2XDZsmVRH4DRpEmT8sWLFxc88cQT69LT00uvuuqqDo899tj3T7OaOnXq6tB8Zs2atTLaNI4HCmcRETlm6tSpw+jRozfn5uaeVFGblJQUBg4cuPuRRx7Z+OCDD65/8803TziWNQaBLggTEZFjavTo0duysrJO2rt3b3LksPz8/NSkpCR69OhRArBgwYK0tm3bHjj2VSaWwllE5DgTy0+fEqlevXru+uuv3/rHP/4xI3LYrl27kseMGdNu165dycnJyS4zM7NkypQp6xJRZyJZop7s2KtXL5eXl3dE404c+X6cq5HjyU2T+ia6BG2jUqnqbKNmNt851yu8X35+/tqcnJxvql2YHHP5+fktcnJyMiP76ztnERGRgFE4i4iIBIzCWUREJGAUziIiIgGjcBYREQkYhbOIiEjA6HfOIiLHmYkj34/rIyNvmtS3yt9N169f//R9+/YtAHjllVeajB8/PuPdd99dMWnSpBYNGzYsy83N3TJo0KDMgQMH7rzmmmt2hMY7nh/7WB0KZxERiZvp06c3GjduXMbs2bNXZmVl1bo7e8WLwllEROJi9uzZDW+66abMt956a2W3bt1KEl1PTaZwFhGRajtw4IANHTq047vvvrv89NNP35/oemo6XRAmIiLVVqdOHXfGGWfsmTRpUotE13I8UDiLiEi1mRkzZsxYvWDBggYTJkyo8HGQEhuFs4iIxEWjRo3K58yZs3LatGnNH3nkER1BV4O+cxYROc7E8tOno6Vly5Zl77zzzoqf/exnXU488cSDkcNvueWW9hMmTMgAaNWq1YFXXnll9Zo1a1Jbtmx5aqjNvffeW/jrX/96R+S4tYnCWUREqi30G2eAjh07HiwqKloEcOWVV+4M9X/ttdfWRhu3tLT0y6NeYA2j09oiIiIBo3AWEREJGIWziIhIwCicRUREAkbhLCIiEjAxhbOZ9Tez5Wa2yswmVNDmMjMrMLMlZvZSfMsUERGpPar8KZWZJQMTgX7ABuALM5vhnCsIa9MJuB34sXNuh5mdeLQKFhGRyv358oFxfWTkra/MPKxHRoZs27YtecSIERnz589v6JyjV69eeyZPnlzYvHnzsrKyMq699tqMuXPnNjYzV7duXTdt2rSvL7vsslMOHDiQtHPnzuT9+/cntWzZ8iDA9OnTV3Xu3LnWPOUqlt859wZWOedWA5jZy8DFQEFYm+uAic65HQDOua3xLlRERGqWK6+8sn12dvb+N954YzHALbfc0nrYsGHtZ8+evXry5MnNNm/eXGfZsmVLkpOT+frrr+s0bty4fOHChcsAHnvsseZ5eXkNpk6duj6xS5EYsYRzG6AwrHsDcGZEmywAM5sLJAN3OefeiZyQmV0PXA/Qrl27I6lXRERqgMWLF6cuWrSowcyZM1eH+j344IMb27dv32PJkiWpmzZtqtOyZcuDycnJAHTo0OEHdxOrzeJ1QVgK0Ak4F7gCeMbMmkY2cs497Zzr5ZzrlZ6eHqdZi4hI0OTn59fLzs7el5Ly72PAlJQUsrOz93311Vf1fvWrX21/7733mnbp0iX7uuuuazt37ty0BJYbOLGEcxGQEdbd1u8XbgMwwzl30Dm3BliBF9YiIiI/0KFDh4OrVq1anJubuyEpKYkBAwZ0nj59eqNE1xUUsYTzF0AnMzvZzOoCQ4EZEW3exDtqxsxa4J3mXo2IiNRKOTk5+wsKCuqXlZV936+srIyCgoL6OTk5+wHS0tLcZZddtuupp57acPPNN296/fXXmyaq3qCpMpydc6XAaGAOsBR41Tm3xMxyzewiv9kcYJuZFQAfAOOcc9uOVtEiIhJs3bt3L+nWrdu+8ePHtwr1Gz9+fKvu3bvv6969e8knn3xSf+3atXXAC+1FixaltW/fvtZcjV2VmJ5K5ZybBcyK6Hdn2HsHjPVfIiKSQLH89Cne/J89ff/Yx1GjRm158cUX144YMaJdRkZGd4Azzjhj74svvrgWYPPmzSk33HBD+wMHDiQBnHbaaXsnTJigX/r49MhIERGptvLy8qg7BNOnT18Trf/gwYN3DR48eFdF0xszZsw2oNaegdXtO0VERAJG4SwiIhIwCmcRkZqvvLy83BJdhBwe/29WHm2YwllEpOZbXFxc3EQBXXOUl5dbcXFxE2BxtOG6IExEpIYrLS0dsXnz5smbN2/ujg66aopyYHFpaemIaAMVziIiNVzPnj23AhdV2VBqDO1hiYiIBIzCWUREJGAUziIiIgGjcBYREQkYhbOIiEjAKJxFREQCRuEsIiISMApnERGRgFE4i4iIBIzCWUREJGAUziIiIgGjcBYREQkYhbOIiEjAKJxFREQCRuEsIiISMApnERGRgFE4i4iIBIzCWUREJGAUziIiIgGjcBYREQkYhbOIiEjAKJxFREQCRuEsIiISMApnERGRgFE4i4iIBIzCWUREJGAUziIiIgGjcBYREQmYmMLZzPqb2XIzW2VmEyppN8jMnJn1il+JIiIitUuV4WxmycBE4AIgG7jCzLKjtGsE3Ax8Hu8iRUREapNYjpx7A6ucc6udcweAl4GLo7T7L+B+YH8c6xMREal1YgnnNkBhWPcGv9/3zOwMIMM593ZlEzKz680sz8zyiouLD7tYERGR2qDaF4SZWRLwMHBrVW2dc08753o553qlp6dXd9YiIiLHpVjCuQjICOtu6/cLaQR0Bz40s7XAWcAMXRQmIiJyZGIJ5y+ATmZ2spnVBYYCM0IDnXM7nXMtnHOZzrlM4DPgIudc3lGpWERE5DhXZTg750qB0cAcYCnwqnNuiZnlmtlFR7tAERGR2iYllkbOuVnArIh+d1bQ9tzqlyUiIlJ76Q5hIiIiAaNwFhERCRiFs4iISMAonEVERAJG4SwiIhIwCmcREZGAUTiLiIgEjMJZREQkYBTOIiIiAaNwFhERCRiFs4iISMAonEVERAJG4SwiIhIwCmcREZGAUTiLiIgEjMJZREQkYBTOIiIiAaNwFhERCRiFs4iISMAonEVERAJG4SwiIhIwCmcREZGAUTiLiIgEjMJZREQkYBTOIiIiAaNwFhERCRiFs4iISMAonEVERAJG4SwiIhIwCmcREZGAUTiLiIgEjMJZREQkYBTOIiIiAaNwFhERCZiYwtnM+pvZcjNbZWYTogwfa2YFZrbQzP5pZu3jX6qIiEjtUGU4m1kyMBG4AMgGrjCz7IhmC4BezrlTgWnAA/EuVEREpLaI5ci5N7DKObfaOXcAeBm4OLyBc+4D59w+v/MzoG18yxQREak9YgnnNkBhWPcGv19FrgVmRxtgZtebWZ6Z5RUXF8depYiISC0S1wvCzGwY0At4MNpw59zTzrlezrle6enp8Zy1iIjIcSMlhjZFQEZYd1u/3yHM7DzgDuBnzrmS+JQnIiJS+8Ry5PwF0MnMTjazusBQYEZ4AzM7HXgKuMg5tzX+ZYqIiNQeVYazc64UGA3MAZYCrzrnlphZrpld5Dd7EGgI/N3MvjKzGRVMTkRERKoQy2ltnHOzgFkR/e4Me39enOsSERGptXSHMBERkYBROIuIiASMwllERCRgFM4iIiIBo3AWEREJGIWziIhIwCicRUREAkbhLCIiEjAKZxERkYBROIuIiASMwllERCRgFM4iIiIBo3AWEREJGIWziIhIwCicRUREAkbhLCIiEjAKZxERkYBROIuIiASMwllERCRgFM4iIiIBo3AWEREJGIWziIhIwCicRUREAkbhLCIiEjAKZxERkYBROIuIiASMwllERCRgFM4iIiIBo3AWEREJGIWziIhIwCicRUREAkbhLCIiEjAKZxERkYBJSXQBR6LvhzclugQJtKWJLkBEpFpqZDiLBJ12IKVy2oGUysV0WtvM+pvZcjNbZWYTogxPNbNX/OGfm1lm3CsVERGpJaoMZzNLBiYCFwDZwBVmlh3R7Fpgh3OuI/AIcH+8CxUREaktYjmt3RtY5ZxbDWBmLwMXAwVhbS4G7vLfTwOeMDNzzrk41vq9rkM3Ho3JisSNtlERqY5YwrkNUBjWvQE4s6I2zrlSM9sJNAe+CW9kZtcD1/ude8xs+ZEULT/Qgoh1XavdbYmuQH5I22i46m2j7eNVhgTXMb0gzDn3NPD0sZxnbWBmec65XomuQ6Qi2kZFDk8sF4QVARlh3W39flHbmFkK0ATYFo8CRUREaptYwvkLoJOZnWxmdYGhwIyINjOAq/z3g4H3j9b3zSIiIse7Kk9r+98hjwbmAMnA/zjnlphZLpDnnJsBPAs8b2argO14AS7Hjr4qkKDTNipyGEwHuCIiIsGie2uLiIgEjMJZREQkYBTOIiIiAaNwFpG4MY8+V0SqSf+JagAzG25mC80s38yeN7PnzGySmeWZ2QozG+i3u9rMnggbb6aZnZuouqV2MLNM/8E4U4HFwLP+trnEzO4Oa7fWzO41s6/84WeY2Rwz+9rMRiZuCUSCR4+MDDgz6wb8ATjbOfeNmTUDHgYy8e573gH4wMw6Jq5KEToBVznnPjOzZs657f5Dc/5pZqc65xb67dY7504zs0eA54AfA/XwQn1SQioXCSAdOQdfX+DvzrlvAJxz2/3+rzrnyp1zK4HVQJdEFSgCrHPOfea/v8zMvgQWAN3wnmYXErqB0SLgc+fcbudcMVBiZk2PWbUiAacj55or8gfqDijl0B2ueseuHKnl9gKY2cnA74AfOed2mNlzHLodlvj/loe9D3Xr80jEpyPn4HsfGGJmzQH809r4/ZLMrANwCrAcWAuc5vfPwDvtLXIsNcYL6p1m1hLvOfAicpi0pxpw/q1S/wR8ZGZleKcKAdYD/8L7MBzpnNtvZnOBNXjP2l4KfJmImqX2cs7lm9kCYBneY2TnJrgkkRpJt++sgfxThTOdc9MSXYuIiMSfTmuLiIgEjI6cRUREAkZHziIiIgGjcBYREQkYhbOIiEjAKJxFREQCRuEsIiISMP8fqkwDvrRcjDoAAAAASUVORK5CYII=\n", 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\n", 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" ] @@ -306,18 +364,24 @@ "output_type": "stream", "text": [ "Cluster f:\n", - " term cpu ram\n", - "0 -1 0.000001 0.000003\n", - "1 4 0.000080 0.000135\n", - "2 5 0.000009 0.000021\n", - "3 6 0.000133 0.000218\n", - "4 7 0.943965 0.902279\n", - "5 8 0.055811 0.097345\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.000114 & 0.000306 \\\\\n", + "1 & 4 & 0.007986 & 0.013466 \\\\\n", + "2 & 5 & 0.000913 & 0.002064 \\\\\n", + "3 & 6 & 0.013296 & 0.021751 \\\\\n", + "4 & 7 & 94.396548 & 90.227868 \\\\\n", + "5 & 8 & 5.581144 & 9.734546 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -332,18 +396,24 @@ "output_type": "stream", "text": [ "Cluster g:\n", - " term cpu ram\n", - "0 -1 0.000013 0.000007\n", - "1 4 0.000340 0.000253\n", - "2 5 0.000044 0.000039\n", - "3 6 0.001761 0.001667\n", - "4 7 0.273768 0.309543\n", - "5 8 0.724074 0.688491\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.001283 & 0.000748 \\\\\n", + "1 & 4 & 0.034040 & 0.025278 \\\\\n", + "2 & 5 & 0.004384 & 0.003918 \\\\\n", + "3 & 6 & 0.176091 & 0.166656 \\\\\n", + "4 & 7 & 27.376816 & 30.954255 \\\\\n", + "5 & 8 & 72.407386 & 68.849146 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -358,18 +428,24 @@ "output_type": "stream", "text": [ "Cluster h:\n", - " term cpu ram\n", - "0 -1 0.000001 2.221178e-07\n", - "1 4 0.000060 7.513351e-06\n", - "2 5 0.000009 1.435151e-06\n", - "3 6 0.000156 1.872738e-05\n", - "4 7 0.789101 9.771332e-01\n", - "5 8 0.210673 2.283888e-02\n" + "\\begin{tabular}{lrrr}\n", + "\\toprule\n", + "{} & term & cpu & ram \\\\\n", + "\\midrule\n", + "0 & -1 & 0.000148 & 0.000022 \\\\\n", + "1 & 4 & 0.006021 & 0.000751 \\\\\n", + "2 & 5 & 0.000858 & 0.000144 \\\\\n", + "3 & 6 & 0.015642 & 0.001873 \\\\\n", + "4 & 7 & 78.910066 & 97.713322 \\\\\n", + "5 & 8 & 21.067264 & 2.283888 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -395,9 +471,44 @@ " dfd['term'].append(term)\n", " dfd['cpu'].append(float(data[\"cpu-\" + (\"None\" if term == -1 else str(term))]))\n", " dfd['ram'].append(float(data[\"ram-\" + (\"None\" if term == -1 else str(term))]))\n", - " df = pandas.DataFrame(dfd, columns=['term', 'cpu', 'ram'])\n", + " df = pd.DataFrame(dfd, columns=['term', 'cpu', 'ram'])\n", " plot_df(df, cluster, \"Requested\")" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/status.ods b/status.ods index 4862dc59..19d30ff3 100644 Binary files a/status.ods and b/status.ods differ