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| { |
| "cells": [ |
| { |
| "cell_type": "heading", |
| "level": 1, |
| "metadata": {}, |
| "source": [ |
| "The FTrace class" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "The `FTrace` class allows you to inspect the data for the run. Its main purpose is to parse the trace information into pandas DataFrames. Each tracepoint gets its own DataFrame." |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "First some hacks to allow importing trappy from here" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "import sys\n", |
| "sys.path.append(\"..\")" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [], |
| "prompt_number": 1 |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "%matplotlib inline\n", |
| "import trappy" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [ |
| { |
| "output_type": "stream", |
| "stream": "stdout", |
| "text": [ |
| "Populating the interactive namespace from numpy and matplotlib\n" |
| ] |
| } |
| ], |
| "prompt_number": 2 |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "The `FTrace` class has one mandatory parameter: the path to `trace.dat` or `trace.txt`." |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "trace = trappy.FTrace(\"./trace.txt\")" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [], |
| "prompt_number": 3 |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "You can access the DataFrame for each tracepoint using the `.data_frame` property. For example, the `trace_thermal` tracepoint is in the `.thermal` property of `FTrace`" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "trace.thermal.data_frame" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [ |
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| "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n", |
| "<table border=\"1\" class=\"dataframe\">\n", |
| " <thead>\n", |
| " <tr style=\"text-align: right;\">\n", |
| " <th></th>\n", |
| " <th>__comm</th>\n", |
| " <th>__cpu</th>\n", |
| " <th>__pid</th>\n", |
| " <th>id</th>\n", |
| " <th>temp</th>\n", |
| " <th>temp_prev</th>\n", |
| " <th>thermal_zone</th>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>Time</th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " </tr>\n", |
| " </thead>\n", |
| " <tbody>\n", |
| " <tr>\n", |
| " <th>0.000000</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
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| " <th>0.099539</th>\n", |
| " <td>kworker/4:1</td>\n", |
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| " <th>0.199957</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
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| " <td>68781</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.299112</th>\n", |
| " <td>kworker/4:1</td>\n", |
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| " <tr>\n", |
| " <th>0.399646</th>\n", |
| " <td>kworker/4:1</td>\n", |
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| " <td>68835</td>\n", |
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| " <tr>\n", |
| " <th>0.499651</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
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| " <td>68882</td>\n", |
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| " <tr>\n", |
| " <th>0.609645</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68943</td>\n", |
| " <td>68907</td>\n", |
| " <td>soc_thermal</td>\n", |
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| " <tr>\n", |
| " <th>0.708361</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
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| " <td>68943</td>\n", |
| " <td>soc_thermal</td>\n", |
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| " <tr>\n", |
| " <th>0.810043</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68947</td>\n", |
| " <td>68959</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.909460</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68950</td>\n", |
| " <td>68947</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.008723</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68952</td>\n", |
| " <td>68950</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.108719</th>\n", |
| " <td>kworker/4:1</td>\n", |
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| " <td>51</td>\n", |
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| " <tr>\n", |
| " <th>1.209270</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
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| " <td>68978</td>\n", |
| " <td>68965</td>\n", |
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| " <tr>\n", |
| " <th>1.309819</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
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| " <td>68978</td>\n", |
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| " </tr>\n", |
| " <tr>\n", |
| " <th>1.408818</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69007</td>\n", |
| " <td>68989</td>\n", |
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| " <tr>\n", |
| " <th>1.509182</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69008</td>\n", |
| " <td>69007</td>\n", |
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| " </tr>\n", |
| " <tr>\n", |
| " <th>1.619889</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68996</td>\n", |
| " <td>69008</td>\n", |
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| " <tr>\n", |
| " <th>1.718734</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68990</td>\n", |
| " <td>68996</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.819079</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
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| " <tr>\n", |
| " <th>1.918692</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69026</td>\n", |
| " <td>69007</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.018747</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69074</td>\n", |
| " <td>69026</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.118722</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69113</td>\n", |
| " <td>69074</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.219281</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69131</td>\n", |
| " <td>69113</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.319764</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69161</td>\n", |
| " <td>69131</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.419244</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69155</td>\n", |
| " <td>69161</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.519402</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69203</td>\n", |
| " <td>69155</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.618870</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69229</td>\n", |
| " <td>69203</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.718664</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69269</td>\n", |
| " <td>69229</td>\n", |
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| " </tr>\n", |
| " <tr>\n", |
| " <th>2.818393</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69294</td>\n", |
| " <td>69269</td>\n", |
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| " </tr>\n", |
| " <tr>\n", |
| " <th>2.919531</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69313</td>\n", |
| " <td>69294</td>\n", |
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| " <th>...</th>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
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| " <td>...</td>\n", |
| " <td>...</td>\n", |
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| " <tr>\n", |
| " <th>3.719973</th>\n", |
| " <td>kworker/4:1</td>\n", |
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| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69498</td>\n", |
| " <td>69480</td>\n", |
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| " <tr>\n", |
| " <th>3.818846</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69513</td>\n", |
| " <td>69498</td>\n", |
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| " <tr>\n", |
| " <th>3.919578</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
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| " <tr>\n", |
| " <th>4.018333</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69607</td>\n", |
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| " <tr>\n", |
| " <th>4.118291</th>\n", |
| " <td>kworker/4:1</td>\n", |
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| " <td>51</td>\n", |
| " <td>0</td>\n", |
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| " <td>69607</td>\n", |
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| " <tr>\n", |
| " <th>4.219773</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69657</td>\n", |
| " <td>69647</td>\n", |
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| " <tr>\n", |
| " <th>4.318951</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69663</td>\n", |
| " <td>69657</td>\n", |
| " <td>soc_thermal</td>\n", |
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| " <tr>\n", |
| " <th>4.419577</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69685</td>\n", |
| " <td>69663</td>\n", |
| " <td>soc_thermal</td>\n", |
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| " <tr>\n", |
| " <th>4.519842</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69710</td>\n", |
| " <td>69685</td>\n", |
| " <td>soc_thermal</td>\n", |
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| " <tr>\n", |
| " <th>4.618309</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69733</td>\n", |
| " <td>69710</td>\n", |
| " <td>soc_thermal</td>\n", |
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| " <tr>\n", |
| " <th>4.719834</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69714</td>\n", |
| " <td>69733</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.818769</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69700</td>\n", |
| " <td>69714</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.920188</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69667</td>\n", |
| " <td>69700</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.022114</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69621</td>\n", |
| " <td>69667</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.119599</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69577</td>\n", |
| " <td>69621</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.218946</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69546</td>\n", |
| " <td>69577</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.319060</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69530</td>\n", |
| " <td>69546</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.418773</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69509</td>\n", |
| " <td>69530</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.528891</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69523</td>\n", |
| " <td>69509</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.628737</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69515</td>\n", |
| " <td>69523</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.728319</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69489</td>\n", |
| " <td>69515</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.829462</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69469</td>\n", |
| " <td>69489</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.928346</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69478</td>\n", |
| " <td>69469</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.029079</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69453</td>\n", |
| " <td>69478</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.139673</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69442</td>\n", |
| " <td>69453</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.248760</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69427</td>\n", |
| " <td>69442</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.349737</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69406</td>\n", |
| " <td>69427</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.458919</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69424</td>\n", |
| " <td>69406</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.559456</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69418</td>\n", |
| " <td>69424</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.658977</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>69417</td>\n", |
| " <td>69418</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " </tbody>\n", |
| "</table>\n", |
| "<p>67 rows \u00d7 7 columns</p>\n", |
| "</div>" |
| ], |
| "metadata": {}, |
| "output_type": "pyout", |
| "prompt_number": 4, |
| "text": [ |
| " __comm __cpu __pid id temp temp_prev thermal_zone\n", |
| "Time \n", |
| "0.000000 kworker/4:1 4 51 0 68786 68794 soc_thermal\n", |
| "0.099539 kworker/4:1 4 51 0 68781 68786 soc_thermal\n", |
| "0.199957 kworker/4:1 4 51 0 68782 68781 soc_thermal\n", |
| "0.299112 kworker/4:1 4 51 0 68835 68782 soc_thermal\n", |
| "0.399646 kworker/4:1 4 51 0 68882 68835 soc_thermal\n", |
| "0.499651 kworker/4:1 4 51 0 68907 68882 soc_thermal\n", |
| "0.609645 kworker/4:1 4 51 0 68943 68907 soc_thermal\n", |
| "0.708361 kworker/4:1 4 51 0 68959 68943 soc_thermal\n", |
| "0.810043 kworker/4:1 4 51 0 68947 68959 soc_thermal\n", |
| "0.909460 kworker/4:1 4 51 0 68950 68947 soc_thermal\n", |
| "1.008723 kworker/4:1 4 51 0 68952 68950 soc_thermal\n", |
| "1.108719 kworker/4:1 4 51 0 68965 68952 soc_thermal\n", |
| "1.209270 kworker/4:1 4 51 0 68978 68965 soc_thermal\n", |
| "1.309819 kworker/4:1 4 51 0 68989 68978 soc_thermal\n", |
| "1.408818 kworker/4:1 4 51 0 69007 68989 soc_thermal\n", |
| "1.509182 kworker/4:1 4 51 0 69008 69007 soc_thermal\n", |
| "1.619889 kworker/4:1 4 51 0 68996 69008 soc_thermal\n", |
| "1.718734 kworker/4:1 4 51 0 68990 68996 soc_thermal\n", |
| "1.819079 kworker/4:1 4 51 0 69007 68990 soc_thermal\n", |
| "1.918692 kworker/4:1 4 51 0 69026 69007 soc_thermal\n", |
| "2.018747 kworker/4:1 4 51 0 69074 69026 soc_thermal\n", |
| "2.118722 kworker/4:1 4 51 0 69113 69074 soc_thermal\n", |
| "2.219281 kworker/4:1 4 51 0 69131 69113 soc_thermal\n", |
| "2.319764 kworker/4:1 4 51 0 69161 69131 soc_thermal\n", |
| "2.419244 kworker/4:1 4 51 0 69155 69161 soc_thermal\n", |
| "2.519402 kworker/4:1 4 51 0 69203 69155 soc_thermal\n", |
| "2.618870 kworker/4:1 4 51 0 69229 69203 soc_thermal\n", |
| "2.718664 kworker/4:1 4 51 0 69269 69229 soc_thermal\n", |
| "2.818393 kworker/4:1 4 51 0 69294 69269 soc_thermal\n", |
| "2.919531 kworker/4:1 4 51 0 69313 69294 soc_thermal\n", |
| "... ... ... ... .. ... ... ...\n", |
| "3.719973 kworker/4:1 4 51 0 69498 69480 soc_thermal\n", |
| "3.818846 kworker/4:1 4 51 0 69513 69498 soc_thermal\n", |
| "3.919578 kworker/4:1 4 51 0 69556 69513 soc_thermal\n", |
| "4.018333 kworker/4:1 4 51 0 69607 69556 soc_thermal\n", |
| "4.118291 kworker/4:1 4 51 0 69647 69607 soc_thermal\n", |
| "4.219773 kworker/4:1 4 51 0 69657 69647 soc_thermal\n", |
| "4.318951 kworker/4:1 4 51 0 69663 69657 soc_thermal\n", |
| "4.419577 kworker/4:1 4 51 0 69685 69663 soc_thermal\n", |
| "4.519842 kworker/4:1 4 51 0 69710 69685 soc_thermal\n", |
| "4.618309 kworker/4:1 4 51 0 69733 69710 soc_thermal\n", |
| "4.719834 kworker/4:1 4 51 0 69714 69733 soc_thermal\n", |
| "4.818769 kworker/4:1 4 51 0 69700 69714 soc_thermal\n", |
| "4.920188 kworker/4:1 4 51 0 69667 69700 soc_thermal\n", |
| "5.022114 kworker/4:1 4 51 0 69621 69667 soc_thermal\n", |
| "5.119599 kworker/4:1 4 51 0 69577 69621 soc_thermal\n", |
| "5.218946 kworker/4:1 4 51 0 69546 69577 soc_thermal\n", |
| "5.319060 kworker/4:1 4 51 0 69530 69546 soc_thermal\n", |
| "5.418773 kworker/4:1 4 51 0 69509 69530 soc_thermal\n", |
| "5.528891 kworker/4:1 4 51 0 69523 69509 soc_thermal\n", |
| "5.628737 kworker/4:1 4 51 0 69515 69523 soc_thermal\n", |
| "5.728319 kworker/4:1 4 51 0 69489 69515 soc_thermal\n", |
| "5.829462 kworker/4:1 4 51 0 69469 69489 soc_thermal\n", |
| "5.928346 kworker/4:1 4 51 0 69478 69469 soc_thermal\n", |
| "6.029079 kworker/4:1 4 51 0 69453 69478 soc_thermal\n", |
| "6.139673 kworker/4:1 4 51 0 69442 69453 soc_thermal\n", |
| "6.248760 kworker/4:1 4 51 0 69427 69442 soc_thermal\n", |
| "6.349737 kworker/4:1 4 51 0 69406 69427 soc_thermal\n", |
| "6.458919 kworker/4:1 4 51 0 69424 69406 soc_thermal\n", |
| "6.559456 kworker/4:1 4 51 0 69418 69424 soc_thermal\n", |
| "6.658977 kworker/4:1 4 51 0 69417 69418 soc_thermal\n", |
| "\n", |
| "[67 rows x 7 columns]" |
| ] |
| } |
| ], |
| "prompt_number": 4 |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "You can use pandas' infrastructure to filter data. For example, the `cpu_in_power` trace has information for both clusters" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "trace.cpu_in_power.data_frame.head()" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [ |
| { |
| "html": [ |
| "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n", |
| "<table border=\"1\" class=\"dataframe\">\n", |
| " <thead>\n", |
| " <tr style=\"text-align: right;\">\n", |
| " <th></th>\n", |
| " <th>__comm</th>\n", |
| " <th>__cpu</th>\n", |
| " <th>__pid</th>\n", |
| " <th>cpus</th>\n", |
| " <th>dynamic_power</th>\n", |
| " <th>freq</th>\n", |
| " <th>load0</th>\n", |
| " <th>load1</th>\n", |
| " <th>load2</th>\n", |
| " <th>load3</th>\n", |
| " <th>static_power</th>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>Time</th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " </tr>\n", |
| " </thead>\n", |
| " <tbody>\n", |
| " <tr>\n", |
| " <th>0.002264</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000006</td>\n", |
| " <td>250</td>\n", |
| " <td>1100000</td>\n", |
| " <td>24</td>\n", |
| " <td>19</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>178</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.002279</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>166</td>\n", |
| " <td>850000</td>\n", |
| " <td>36</td>\n", |
| " <td>49</td>\n", |
| " <td>48</td>\n", |
| " <td>7</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.100949</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000006</td>\n", |
| " <td>227</td>\n", |
| " <td>1100000</td>\n", |
| " <td>28</td>\n", |
| " <td>11</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>178</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.100970</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>178</td>\n", |
| " <td>850000</td>\n", |
| " <td>32</td>\n", |
| " <td>28</td>\n", |
| " <td>46</td>\n", |
| " <td>44</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.200914</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000006</td>\n", |
| " <td>256</td>\n", |
| " <td>1100000</td>\n", |
| " <td>20</td>\n", |
| " <td>24</td>\n", |
| " <td>0</td>\n", |
| " <td>0</td>\n", |
| " <td>178</td>\n", |
| " </tr>\n", |
| " </tbody>\n", |
| "</table>\n", |
| "</div>" |
| ], |
| "metadata": {}, |
| "output_type": "pyout", |
| "prompt_number": 5, |
| "text": [ |
| " __comm __cpu __pid cpus dynamic_power \\\n", |
| "Time \n", |
| "0.002264 kworker/4:1 4 51 00000000,00000006 250 \n", |
| "0.002279 kworker/4:1 4 51 00000000,00000039 166 \n", |
| "0.100949 kworker/4:1 4 51 00000000,00000006 227 \n", |
| "0.100970 kworker/4:1 4 51 00000000,00000039 178 \n", |
| "0.200914 kworker/4:1 4 51 00000000,00000006 256 \n", |
| "\n", |
| " freq load0 load1 load2 load3 static_power \n", |
| "Time \n", |
| "0.002264 1100000 24 19 0 0 178 \n", |
| "0.002279 850000 36 49 48 7 131 \n", |
| "0.100949 1100000 28 11 0 0 178 \n", |
| "0.100970 850000 32 28 46 44 131 \n", |
| "0.200914 1100000 20 24 0 0 178 " |
| ] |
| } |
| ], |
| "prompt_number": 5 |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "We can filter it to return only the data for cpus \"00000000,00000039\":" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "trace.cpu_in_power.data_frame[trace.cpu_in_power.data_frame.cpus == \"00000000,00000039\"]" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [ |
| { |
| "html": [ |
| "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n", |
| "<table border=\"1\" class=\"dataframe\">\n", |
| " <thead>\n", |
| " <tr style=\"text-align: right;\">\n", |
| " <th></th>\n", |
| " <th>__comm</th>\n", |
| " <th>__cpu</th>\n", |
| " <th>__pid</th>\n", |
| " <th>cpus</th>\n", |
| " <th>dynamic_power</th>\n", |
| " <th>freq</th>\n", |
| " <th>load0</th>\n", |
| " <th>load1</th>\n", |
| " <th>load2</th>\n", |
| " <th>load3</th>\n", |
| " <th>static_power</th>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>Time</th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " </tr>\n", |
| " </thead>\n", |
| " <tbody>\n", |
| " <tr>\n", |
| " <th>0.002279</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>166</td>\n", |
| " <td>850000</td>\n", |
| " <td>36</td>\n", |
| " <td>49</td>\n", |
| " <td>48</td>\n", |
| " <td>7</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.100970</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>178</td>\n", |
| " <td>850000</td>\n", |
| " <td>32</td>\n", |
| " <td>28</td>\n", |
| " <td>46</td>\n", |
| " <td>44</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.200929</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>174</td>\n", |
| " <td>850000</td>\n", |
| " <td>28</td>\n", |
| " <td>44</td>\n", |
| " <td>42</td>\n", |
| " <td>33</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.300253</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>166</td>\n", |
| " <td>850000</td>\n", |
| " <td>52</td>\n", |
| " <td>31</td>\n", |
| " <td>49</td>\n", |
| " <td>8</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.401033</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>197</td>\n", |
| " <td>850000</td>\n", |
| " <td>38</td>\n", |
| " <td>39</td>\n", |
| " <td>34</td>\n", |
| " <td>55</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.500595</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>149</td>\n", |
| " <td>850000</td>\n", |
| " <td>46</td>\n", |
| " <td>48</td>\n", |
| " <td>4</td>\n", |
| " <td>28</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.610771</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>168</td>\n", |
| " <td>850000</td>\n", |
| " <td>42</td>\n", |
| " <td>64</td>\n", |
| " <td>20</td>\n", |
| " <td>16</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.709190</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>190</td>\n", |
| " <td>850000</td>\n", |
| " <td>80</td>\n", |
| " <td>41</td>\n", |
| " <td>23</td>\n", |
| " <td>16</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.811388</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>185</td>\n", |
| " <td>850000</td>\n", |
| " <td>56</td>\n", |
| " <td>60</td>\n", |
| " <td>10</td>\n", |
| " <td>30</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.910507</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>171</td>\n", |
| " <td>850000</td>\n", |
| " <td>29</td>\n", |
| " <td>25</td>\n", |
| " <td>43</td>\n", |
| " <td>47</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.009501</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>159</td>\n", |
| " <td>850000</td>\n", |
| " <td>33</td>\n", |
| " <td>29</td>\n", |
| " <td>52</td>\n", |
| " <td>20</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.109501</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>208</td>\n", |
| " <td>850000</td>\n", |
| " <td>38</td>\n", |
| " <td>36</td>\n", |
| " <td>93</td>\n", |
| " <td>8</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.210615</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>207</td>\n", |
| " <td>850000</td>\n", |
| " <td>38</td>\n", |
| " <td>35</td>\n", |
| " <td>27</td>\n", |
| " <td>74</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.311017</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>164</td>\n", |
| " <td>850000</td>\n", |
| " <td>22</td>\n", |
| " <td>24</td>\n", |
| " <td>68</td>\n", |
| " <td>24</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.409793</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>180</td>\n", |
| " <td>850000</td>\n", |
| " <td>48</td>\n", |
| " <td>30</td>\n", |
| " <td>7</td>\n", |
| " <td>67</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.510247</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>195</td>\n", |
| " <td>850000</td>\n", |
| " <td>92</td>\n", |
| " <td>44</td>\n", |
| " <td>11</td>\n", |
| " <td>17</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.621442</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>172</td>\n", |
| " <td>850000</td>\n", |
| " <td>25</td>\n", |
| " <td>25</td>\n", |
| " <td>63</td>\n", |
| " <td>32</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.719513</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>165</td>\n", |
| " <td>850000</td>\n", |
| " <td>69</td>\n", |
| " <td>45</td>\n", |
| " <td>18</td>\n", |
| " <td>7</td>\n", |
| " <td>131</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.820367</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>148</td>\n", |
| " <td>850000</td>\n", |
| " <td>41</td>\n", |
| " <td>37</td>\n", |
| " <td>40</td>\n", |
| " <td>7</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>1.919996</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>111</td>\n", |
| " <td>850000</td>\n", |
| " <td>42</td>\n", |
| " <td>39</td>\n", |
| " <td>6</td>\n", |
| " <td>7</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.020034</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>161</td>\n", |
| " <td>850000</td>\n", |
| " <td>44</td>\n", |
| " <td>39</td>\n", |
| " <td>8</td>\n", |
| " <td>45</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.119842</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>130</td>\n", |
| " <td>850000</td>\n", |
| " <td>31</td>\n", |
| " <td>26</td>\n", |
| " <td>6</td>\n", |
| " <td>47</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.220430</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>167</td>\n", |
| " <td>850000</td>\n", |
| " <td>61</td>\n", |
| " <td>57</td>\n", |
| " <td>17</td>\n", |
| " <td>6</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.321255</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>166</td>\n", |
| " <td>850000</td>\n", |
| " <td>40</td>\n", |
| " <td>24</td>\n", |
| " <td>57</td>\n", |
| " <td>19</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.420036</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>170</td>\n", |
| " <td>850000</td>\n", |
| " <td>57</td>\n", |
| " <td>38</td>\n", |
| " <td>38</td>\n", |
| " <td>10</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.520509</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>117</td>\n", |
| " <td>850000</td>\n", |
| " <td>40</td>\n", |
| " <td>36</td>\n", |
| " <td>17</td>\n", |
| " <td>6</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.620426</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>129</td>\n", |
| " <td>850000</td>\n", |
| " <td>56</td>\n", |
| " <td>25</td>\n", |
| " <td>22</td>\n", |
| " <td>6</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.719428</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>173</td>\n", |
| " <td>850000</td>\n", |
| " <td>44</td>\n", |
| " <td>29</td>\n", |
| " <td>66</td>\n", |
| " <td>7</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.819184</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>185</td>\n", |
| " <td>850000</td>\n", |
| " <td>42</td>\n", |
| " <td>40</td>\n", |
| " <td>62</td>\n", |
| " <td>12</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>2.921334</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>172</td>\n", |
| " <td>850000</td>\n", |
| " <td>26</td>\n", |
| " <td>23</td>\n", |
| " <td>30</td>\n", |
| " <td>66</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>...</th>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " <td>...</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>3.721862</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>91</td>\n", |
| " <td>850000</td>\n", |
| " <td>33</td>\n", |
| " <td>29</td>\n", |
| " <td>9</td>\n", |
| " <td>6</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>3.820099</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>142</td>\n", |
| " <td>850000</td>\n", |
| " <td>54</td>\n", |
| " <td>51</td>\n", |
| " <td>9</td>\n", |
| " <td>6</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>3.920987</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>122</td>\n", |
| " <td>850000</td>\n", |
| " <td>34</td>\n", |
| " <td>27</td>\n", |
| " <td>8</td>\n", |
| " <td>34</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.019102</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>154</td>\n", |
| " <td>850000</td>\n", |
| " <td>38</td>\n", |
| " <td>34</td>\n", |
| " <td>19</td>\n", |
| " <td>39</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.119037</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>185</td>\n", |
| " <td>850000</td>\n", |
| " <td>36</td>\n", |
| " <td>29</td>\n", |
| " <td>79</td>\n", |
| " <td>12</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.221545</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>119</td>\n", |
| " <td>850000</td>\n", |
| " <td>25</td>\n", |
| " <td>23</td>\n", |
| " <td>32</td>\n", |
| " <td>20</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.320729</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>186</td>\n", |
| " <td>850000</td>\n", |
| " <td>30</td>\n", |
| " <td>28</td>\n", |
| " <td>64</td>\n", |
| " <td>35</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.421109</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>168</td>\n", |
| " <td>850000</td>\n", |
| " <td>52</td>\n", |
| " <td>48</td>\n", |
| " <td>11</td>\n", |
| " <td>31</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.521129</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>171</td>\n", |
| " <td>850000</td>\n", |
| " <td>28</td>\n", |
| " <td>23</td>\n", |
| " <td>10</td>\n", |
| " <td>83</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.619289</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>179</td>\n", |
| " <td>850000</td>\n", |
| " <td>29</td>\n", |
| " <td>25</td>\n", |
| " <td>54</td>\n", |
| " <td>43</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.721126</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>224</td>\n", |
| " <td>850000</td>\n", |
| " <td>45</td>\n", |
| " <td>44</td>\n", |
| " <td>84</td>\n", |
| " <td>16</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.820703</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>166</td>\n", |
| " <td>850000</td>\n", |
| " <td>26</td>\n", |
| " <td>24</td>\n", |
| " <td>7</td>\n", |
| " <td>83</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>4.921670</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>163</td>\n", |
| " <td>850000</td>\n", |
| " <td>44</td>\n", |
| " <td>22</td>\n", |
| " <td>7</td>\n", |
| " <td>64</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.022998</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>216</td>\n", |
| " <td>850000</td>\n", |
| " <td>46</td>\n", |
| " <td>41</td>\n", |
| " <td>84</td>\n", |
| " <td>11</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.120968</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>174</td>\n", |
| " <td>850000</td>\n", |
| " <td>49</td>\n", |
| " <td>26</td>\n", |
| " <td>37</td>\n", |
| " <td>35</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.220168</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>152</td>\n", |
| " <td>850000</td>\n", |
| " <td>25</td>\n", |
| " <td>46</td>\n", |
| " <td>8</td>\n", |
| " <td>49</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.320038</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>167</td>\n", |
| " <td>850000</td>\n", |
| " <td>78</td>\n", |
| " <td>31</td>\n", |
| " <td>28</td>\n", |
| " <td>4</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.419996</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>190</td>\n", |
| " <td>850000</td>\n", |
| " <td>47</td>\n", |
| " <td>52</td>\n", |
| " <td>17</td>\n", |
| " <td>44</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.530364</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>141</td>\n", |
| " <td>850000</td>\n", |
| " <td>34</td>\n", |
| " <td>74</td>\n", |
| " <td>7</td>\n", |
| " <td>4</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.629523</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>177</td>\n", |
| " <td>850000</td>\n", |
| " <td>34</td>\n", |
| " <td>51</td>\n", |
| " <td>5</td>\n", |
| " <td>59</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.729082</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>199</td>\n", |
| " <td>850000</td>\n", |
| " <td>40</td>\n", |
| " <td>52</td>\n", |
| " <td>26</td>\n", |
| " <td>50</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.830771</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>155</td>\n", |
| " <td>850000</td>\n", |
| " <td>26</td>\n", |
| " <td>41</td>\n", |
| " <td>31</td>\n", |
| " <td>33</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>5.929531</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>184</td>\n", |
| " <td>850000</td>\n", |
| " <td>34</td>\n", |
| " <td>27</td>\n", |
| " <td>31</td>\n", |
| " <td>63</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.030359</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>199</td>\n", |
| " <td>850000</td>\n", |
| " <td>61</td>\n", |
| " <td>40</td>\n", |
| " <td>40</td>\n", |
| " <td>27</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.141069</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>151</td>\n", |
| " <td>850000</td>\n", |
| " <td>43</td>\n", |
| " <td>22</td>\n", |
| " <td>38</td>\n", |
| " <td>24</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.251660</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>201</td>\n", |
| " <td>850000</td>\n", |
| " <td>40</td>\n", |
| " <td>36</td>\n", |
| " <td>55</td>\n", |
| " <td>38</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.351220</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>160</td>\n", |
| " <td>850000</td>\n", |
| " <td>34</td>\n", |
| " <td>89</td>\n", |
| " <td>6</td>\n", |
| " <td>6</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.460227</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>170</td>\n", |
| " <td>850000</td>\n", |
| " <td>48</td>\n", |
| " <td>49</td>\n", |
| " <td>20</td>\n", |
| " <td>26</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.560918</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>180</td>\n", |
| " <td>850000</td>\n", |
| " <td>64</td>\n", |
| " <td>37</td>\n", |
| " <td>42</td>\n", |
| " <td>9</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>6.659959</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>00000000,00000039</td>\n", |
| " <td>164</td>\n", |
| " <td>850000</td>\n", |
| " <td>26</td>\n", |
| " <td>57</td>\n", |
| " <td>20</td>\n", |
| " <td>35</td>\n", |
| " <td>137</td>\n", |
| " </tr>\n", |
| " </tbody>\n", |
| "</table>\n", |
| "<p>67 rows \u00d7 11 columns</p>\n", |
| "</div>" |
| ], |
| "metadata": {}, |
| "output_type": "pyout", |
| "prompt_number": 6, |
| "text": [ |
| " __comm __cpu __pid cpus dynamic_power freq \\\n", |
| "Time \n", |
| "0.002279 kworker/4:1 4 51 00000000,00000039 166 850000 \n", |
| "0.100970 kworker/4:1 4 51 00000000,00000039 178 850000 \n", |
| "0.200929 kworker/4:1 4 51 00000000,00000039 174 850000 \n", |
| "0.300253 kworker/4:1 4 51 00000000,00000039 166 850000 \n", |
| "0.401033 kworker/4:1 4 51 00000000,00000039 197 850000 \n", |
| "0.500595 kworker/4:1 4 51 00000000,00000039 149 850000 \n", |
| "0.610771 kworker/4:1 4 51 00000000,00000039 168 850000 \n", |
| "0.709190 kworker/4:1 4 51 00000000,00000039 190 850000 \n", |
| "0.811388 kworker/4:1 4 51 00000000,00000039 185 850000 \n", |
| "0.910507 kworker/4:1 4 51 00000000,00000039 171 850000 \n", |
| "1.009501 kworker/4:1 4 51 00000000,00000039 159 850000 \n", |
| "1.109501 kworker/4:1 4 51 00000000,00000039 208 850000 \n", |
| "1.210615 kworker/4:1 4 51 00000000,00000039 207 850000 \n", |
| "1.311017 kworker/4:1 4 51 00000000,00000039 164 850000 \n", |
| "1.409793 kworker/4:1 4 51 00000000,00000039 180 850000 \n", |
| "1.510247 kworker/4:1 4 51 00000000,00000039 195 850000 \n", |
| "1.621442 kworker/4:1 4 51 00000000,00000039 172 850000 \n", |
| "1.719513 kworker/4:1 4 51 00000000,00000039 165 850000 \n", |
| "1.820367 kworker/4:1 4 51 00000000,00000039 148 850000 \n", |
| "1.919996 kworker/4:1 4 51 00000000,00000039 111 850000 \n", |
| "2.020034 kworker/4:1 4 51 00000000,00000039 161 850000 \n", |
| "2.119842 kworker/4:1 4 51 00000000,00000039 130 850000 \n", |
| "2.220430 kworker/4:1 4 51 00000000,00000039 167 850000 \n", |
| "2.321255 kworker/4:1 4 51 00000000,00000039 166 850000 \n", |
| "2.420036 kworker/4:1 4 51 00000000,00000039 170 850000 \n", |
| "2.520509 kworker/4:1 4 51 00000000,00000039 117 850000 \n", |
| "2.620426 kworker/4:1 4 51 00000000,00000039 129 850000 \n", |
| "2.719428 kworker/4:1 4 51 00000000,00000039 173 850000 \n", |
| "2.819184 kworker/4:1 4 51 00000000,00000039 185 850000 \n", |
| "2.921334 kworker/4:1 4 51 00000000,00000039 172 850000 \n", |
| "... ... ... ... ... ... ... \n", |
| "3.721862 kworker/4:1 4 51 00000000,00000039 91 850000 \n", |
| "3.820099 kworker/4:1 4 51 00000000,00000039 142 850000 \n", |
| "3.920987 kworker/4:1 4 51 00000000,00000039 122 850000 \n", |
| "4.019102 kworker/4:1 4 51 00000000,00000039 154 850000 \n", |
| "4.119037 kworker/4:1 4 51 00000000,00000039 185 850000 \n", |
| "4.221545 kworker/4:1 4 51 00000000,00000039 119 850000 \n", |
| "4.320729 kworker/4:1 4 51 00000000,00000039 186 850000 \n", |
| "4.421109 kworker/4:1 4 51 00000000,00000039 168 850000 \n", |
| "4.521129 kworker/4:1 4 51 00000000,00000039 171 850000 \n", |
| "4.619289 kworker/4:1 4 51 00000000,00000039 179 850000 \n", |
| "4.721126 kworker/4:1 4 51 00000000,00000039 224 850000 \n", |
| "4.820703 kworker/4:1 4 51 00000000,00000039 166 850000 \n", |
| "4.921670 kworker/4:1 4 51 00000000,00000039 163 850000 \n", |
| "5.022998 kworker/4:1 4 51 00000000,00000039 216 850000 \n", |
| "5.120968 kworker/4:1 4 51 00000000,00000039 174 850000 \n", |
| "5.220168 kworker/4:1 4 51 00000000,00000039 152 850000 \n", |
| "5.320038 kworker/4:1 4 51 00000000,00000039 167 850000 \n", |
| "5.419996 kworker/4:1 4 51 00000000,00000039 190 850000 \n", |
| "5.530364 kworker/4:1 4 51 00000000,00000039 141 850000 \n", |
| "5.629523 kworker/4:1 4 51 00000000,00000039 177 850000 \n", |
| "5.729082 kworker/4:1 4 51 00000000,00000039 199 850000 \n", |
| "5.830771 kworker/4:1 4 51 00000000,00000039 155 850000 \n", |
| "5.929531 kworker/4:1 4 51 00000000,00000039 184 850000 \n", |
| "6.030359 kworker/4:1 4 51 00000000,00000039 199 850000 \n", |
| "6.141069 kworker/4:1 4 51 00000000,00000039 151 850000 \n", |
| "6.251660 kworker/4:1 4 51 00000000,00000039 201 850000 \n", |
| "6.351220 kworker/4:1 4 51 00000000,00000039 160 850000 \n", |
| "6.460227 kworker/4:1 4 51 00000000,00000039 170 850000 \n", |
| "6.560918 kworker/4:1 4 51 00000000,00000039 180 850000 \n", |
| "6.659959 kworker/4:1 4 51 00000000,00000039 164 850000 \n", |
| "\n", |
| " load0 load1 load2 load3 static_power \n", |
| "Time \n", |
| "0.002279 36 49 48 7 131 \n", |
| "0.100970 32 28 46 44 131 \n", |
| "0.200929 28 44 42 33 131 \n", |
| "0.300253 52 31 49 8 131 \n", |
| "0.401033 38 39 34 55 131 \n", |
| "0.500595 46 48 4 28 131 \n", |
| "0.610771 42 64 20 16 131 \n", |
| "0.709190 80 41 23 16 131 \n", |
| "0.811388 56 60 10 30 131 \n", |
| "0.910507 29 25 43 47 131 \n", |
| "1.009501 33 29 52 20 131 \n", |
| "1.109501 38 36 93 8 131 \n", |
| "1.210615 38 35 27 74 131 \n", |
| "1.311017 22 24 68 24 131 \n", |
| "1.409793 48 30 7 67 137 \n", |
| "1.510247 92 44 11 17 137 \n", |
| "1.621442 25 25 63 32 131 \n", |
| "1.719513 69 45 18 7 131 \n", |
| "1.820367 41 37 40 7 137 \n", |
| "1.919996 42 39 6 7 137 \n", |
| "2.020034 44 39 8 45 137 \n", |
| "2.119842 31 26 6 47 137 \n", |
| "2.220430 61 57 17 6 137 \n", |
| "2.321255 40 24 57 19 137 \n", |
| "2.420036 57 38 38 10 137 \n", |
| "2.520509 40 36 17 6 137 \n", |
| "2.620426 56 25 22 6 137 \n", |
| "2.719428 44 29 66 7 137 \n", |
| "2.819184 42 40 62 12 137 \n", |
| "2.921334 26 23 30 66 137 \n", |
| "... ... ... ... ... ... \n", |
| "3.721862 33 29 9 6 137 \n", |
| "3.820099 54 51 9 6 137 \n", |
| "3.920987 34 27 8 34 137 \n", |
| "4.019102 38 34 19 39 137 \n", |
| "4.119037 36 29 79 12 137 \n", |
| "4.221545 25 23 32 20 137 \n", |
| "4.320729 30 28 64 35 137 \n", |
| "4.421109 52 48 11 31 137 \n", |
| "4.521129 28 23 10 83 137 \n", |
| "4.619289 29 25 54 43 137 \n", |
| "4.721126 45 44 84 16 137 \n", |
| "4.820703 26 24 7 83 137 \n", |
| "4.921670 44 22 7 64 137 \n", |
| "5.022998 46 41 84 11 137 \n", |
| "5.120968 49 26 37 35 137 \n", |
| "5.220168 25 46 8 49 137 \n", |
| "5.320038 78 31 28 4 137 \n", |
| "5.419996 47 52 17 44 137 \n", |
| "5.530364 34 74 7 4 137 \n", |
| "5.629523 34 51 5 59 137 \n", |
| "5.729082 40 52 26 50 137 \n", |
| "5.830771 26 41 31 33 137 \n", |
| "5.929531 34 27 31 63 137 \n", |
| "6.030359 61 40 40 27 137 \n", |
| "6.141069 43 22 38 24 137 \n", |
| "6.251660 40 36 55 38 137 \n", |
| "6.351220 34 89 6 6 137 \n", |
| "6.460227 48 49 20 26 137 \n", |
| "6.560918 64 37 42 9 137 \n", |
| "6.659959 26 57 20 35 137 \n", |
| "\n", |
| "[67 rows x 11 columns]" |
| ] |
| } |
| ], |
| "prompt_number": 6 |
| }, |
| { |
| "cell_type": "heading", |
| "level": 2, |
| "metadata": {}, |
| "source": [ |
| "Custom trace events" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "The `FTrace()` object by default parses a number of thermal and scheduler classes that are known to trappy. If you know which events you are interested in, you can create a `FTrace()` object that only parses those. For example, if you have collected your trace with\n", |
| "\n", |
| " trace-cmd -e thermal_temperature cdev_update\n", |
| " \n", |
| "you can get a custom FTrace object that only parses those:" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "trace_custom = trappy.FTrace(\"./trace.txt\", scope=\"custom\", events=[\"thermal_temperature\", \"cdev_update\"])" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [], |
| "prompt_number": 7 |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "trace_custom.thermal_temperature.data_frame.head()" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [ |
| { |
| "html": [ |
| "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n", |
| "<table border=\"1\" class=\"dataframe\">\n", |
| " <thead>\n", |
| " <tr style=\"text-align: right;\">\n", |
| " <th></th>\n", |
| " <th>__comm</th>\n", |
| " <th>__cpu</th>\n", |
| " <th>__pid</th>\n", |
| " <th>id</th>\n", |
| " <th>temp</th>\n", |
| " <th>temp_prev</th>\n", |
| " <th>thermal_zone</th>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>Time</th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " <th></th>\n", |
| " </tr>\n", |
| " </thead>\n", |
| " <tbody>\n", |
| " <tr>\n", |
| " <th>0.000000</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68786</td>\n", |
| " <td>68794</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.099539</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68781</td>\n", |
| " <td>68786</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.199957</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68782</td>\n", |
| " <td>68781</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.299112</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68835</td>\n", |
| " <td>68782</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " <tr>\n", |
| " <th>0.399646</th>\n", |
| " <td>kworker/4:1</td>\n", |
| " <td>4</td>\n", |
| " <td>51</td>\n", |
| " <td>0</td>\n", |
| " <td>68882</td>\n", |
| " <td>68835</td>\n", |
| " <td>soc_thermal</td>\n", |
| " </tr>\n", |
| " </tbody>\n", |
| "</table>\n", |
| "</div>" |
| ], |
| "metadata": {}, |
| "output_type": "pyout", |
| "prompt_number": 8, |
| "text": [ |
| " __comm __cpu __pid id temp temp_prev thermal_zone\n", |
| "Time \n", |
| "0.000000 kworker/4:1 4 51 0 68786 68794 soc_thermal\n", |
| "0.099539 kworker/4:1 4 51 0 68781 68786 soc_thermal\n", |
| "0.199957 kworker/4:1 4 51 0 68782 68781 soc_thermal\n", |
| "0.299112 kworker/4:1 4 51 0 68835 68782 soc_thermal\n", |
| "0.399646 kworker/4:1 4 51 0 68882 68835 soc_thermal" |
| ] |
| } |
| ], |
| "prompt_number": 8 |
| }, |
| { |
| "cell_type": "heading", |
| "level": 2, |
| "metadata": {}, |
| "source": [ |
| "Writing to CSV" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "You can use the `.write_csv()` method of each tracepoint class to output the trace to CSV for analyzing with other programs. For example, let's write the `trace_thermal_power_allocator` tracepoint information (available in the `.thermal_governor` property of the `FTrace` instance) to file `thermal_power_allocator.csv`" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "collapsed": false, |
| "input": [ |
| "trace.thermal_governor.write_csv(\"thermal_power_allocator.csv\")" |
| ], |
| "language": "python", |
| "metadata": {}, |
| "outputs": [], |
| "prompt_number": 9 |
| } |
| ], |
| "metadata": {} |
| } |
| ] |
| } |