1{ 2 "cells": [ 3 { 4 "cell_type": "markdown", 5 "metadata": {}, 6 "source": [ 7 "# TRAPpy\n", 8 "\n", 9 "TRAPpy (Trace Analysis and Plotting in Python) is a visualization tool to help analyze data generated on a device. It parses ftrace-like logs and creates in-memory data structures to be used for plotting and data analysis.\n", 10 "More information can be found at https://github.com/ARM-software/trappy and https://pythonhosted.org/TRAPpy/.\n", 11 "\n", 12 "A big part of the notebook below is target and test environment confituration as well as workload configuration, detailed in **examples/utils/** and **examples/wlgen/**. For this reason those cells won't be documented in detail here in order to focus more on TRAPpy." 13 ] 14 }, 15 { 16 "cell_type": "code", 17 "execution_count": 1, 18 "metadata": { 19 "collapsed": false 20 }, 21 "outputs": [ 22 { 23 "name": "stderr", 24 "output_type": "stream", 25 "text": [ 26 "2016-12-12 12:31:07,128 INFO : root : Using LISA logging configuration:\n", 27 "2016-12-12 12:31:07,128 INFO : root : /home/vagrant/lisa/logging.conf\n" 28 ] 29 } 30 ], 31 "source": [ 32 "import logging\n", 33 "from conf import LisaLogging\n", 34 "LisaLogging.setup()" 35 ] 36 }, 37 { 38 "cell_type": "code", 39 "execution_count": 2, 40 "metadata": { 41 "collapsed": false 42 }, 43 "outputs": [ 44 { 45 "name": "stdout", 46 "output_type": "stream", 47 "text": [ 48 "Populating the interactive namespace from numpy and matplotlib\n" 49 ] 50 } 51 ], 52 "source": [ 53 "# Generate plots inline\n", 54 "%pylab inline\n", 55 "\n", 56 "import json\n", 57 "import os\n", 58 "\n", 59 "# Support to initialise and configure your test environment\n", 60 "import devlib\n", 61 "from env import TestEnv\n", 62 "\n", 63 "# Support to configure and run RTApp based workloads\n", 64 "from wlgen import RTA, Periodic, Ramp, Step, Pulse\n", 65 "\n", 66 "# Suport for FTrace events parsing and visualization\n", 67 "import trappy\n", 68 "from trappy.ftrace import FTrace\n", 69 "from trace import Trace" 70 ] 71 }, 72 { 73 "cell_type": "markdown", 74 "metadata": {}, 75 "source": [ 76 "## Test environment setup\n", 77 "\n", 78 "For more details on this please check out **examples/utils/testenv_example.ipynb**." 79 ] 80 }, 81 { 82 "cell_type": "code", 83 "execution_count": 3, 84 "metadata": { 85 "collapsed": false 86 }, 87 "outputs": [ 88 { 89 "name": "stderr", 90 "output_type": "stream", 91 "text": [ 92 "2016-12-12 12:31:10,081 INFO : TestEnv : Using base path: /home/vagrant/lisa\n", 93 "2016-12-12 12:31:10,082 INFO : TestEnv : Loading custom (inline) target configuration\n", 94 "2016-12-12 12:31:10,083 INFO : TestEnv : Loading custom (inline) test configuration\n", 95 "2016-12-12 12:31:10,083 INFO : TestEnv : Devlib modules to load: ['bl', 'cpufreq', 'hwmon']\n", 96 "2016-12-12 12:31:10,084 INFO : TestEnv : Connecting linux target:\n", 97 "2016-12-12 12:31:10,084 INFO : TestEnv : username : root\n", 98 "2016-12-12 12:31:10,085 INFO : TestEnv : host : 192.168.0.1\n", 99 "2016-12-12 12:31:10,085 INFO : TestEnv : password : juno\n", 100 "2016-12-12 12:31:10,086 INFO : TestEnv : Connection settings:\n", 101 "2016-12-12 12:31:10,086 INFO : TestEnv : {'username': 'root', 'host': '192.168.0.1', 'password': 'juno'}\n", 102 "2016-12-12 12:31:26,882 INFO : TestEnv : Initializing target workdir:\n", 103 "2016-12-12 12:31:26,883 INFO : TestEnv : /root/devlib-target\n", 104 "2016-12-12 12:31:44,132 INFO : TestEnv : Topology:\n", 105 "2016-12-12 12:31:44,133 INFO : TestEnv : [[0, 3, 4, 5], [1, 2]]\n", 106 "2016-12-12 12:31:45,383 INFO : TestEnv : Loading default EM:\n", 107 "2016-12-12 12:31:45,384 INFO : TestEnv : /home/vagrant/lisa/libs/utils/platforms/juno.json\n", 108 "2016-12-12 12:31:49,435 INFO : TestEnv : Enabled tracepoints:\n", 109 "2016-12-12 12:31:49,436 INFO : TestEnv : sched_migrate_task\n", 110 "2016-12-12 12:31:49,437 INFO : TestEnv : sched_process_exec\n", 111 "2016-12-12 12:31:49,438 INFO : TestEnv : sched_process_fork\n", 112 "2016-12-12 12:31:49,439 INFO : TestEnv : sched_stat_iowait\n", 113 "2016-12-12 12:31:49,440 INFO : TestEnv : sched_switch\n", 114 "2016-12-12 12:31:49,440 INFO : TestEnv : sched_wakeup\n", 115 "2016-12-12 12:31:49,441 INFO : TestEnv : sched_wakeup_new\n", 116 "2016-12-12 12:31:49,442 INFO : TestEnv : sched_overutilized\n", 117 "2016-12-12 12:31:49,443 INFO : TestEnv : cpu_capacity\n", 118 "2016-12-12 12:31:49,443 INFO : TestEnv : sched_load_avg_cpu\n", 119 "2016-12-12 12:31:49,444 INFO : TestEnv : sched_load_avg_task\n", 120 "2016-12-12 12:31:49,445 INFO : TestEnv : sched_boost_cpu\n", 121 "2016-12-12 12:31:49,446 INFO : TestEnv : sched_boost_task\n", 122 "2016-12-12 12:31:49,446 INFO : TestEnv : sched_energy_diff\n", 123 "2016-12-12 12:31:49,447 INFO : TestEnv : cpu_frequency\n", 124 "2016-12-12 12:31:49,448 INFO : TestEnv : cpu_idle\n", 125 "2016-12-12 12:31:49,448 INFO : TestEnv : sched_tune_config\n", 126 "2016-12-12 12:31:49,448 WARNING : TestEnv : Using configuration provided RTApp calibration\n", 127 "2016-12-12 12:31:49,449 INFO : TestEnv : Using RT-App calibration values:\n", 128 "2016-12-12 12:31:49,449 INFO : TestEnv : {\"0\": 361, \"1\": 138, \"2\": 138, \"3\": 352, \"4\": 360, \"5\": 353}\n", 129 "2016-12-12 12:31:49,450 INFO : EnergyMeter : Scanning for HWMON channels, may take some time...\n", 130 "2016-12-12 12:31:49,452 INFO : EnergyMeter : Channels selected for energy sampling:\n", 131 "2016-12-12 12:31:49,452 INFO : EnergyMeter : BOARDBIG_energy\n", 132 "2016-12-12 12:31:49,452 INFO : EnergyMeter : BOARDLITTLE_energy\n", 133 "2016-12-12 12:31:49,453 INFO : TestEnv : Set results folder to:\n", 134 "2016-12-12 12:31:49,453 INFO : TestEnv : /home/vagrant/lisa/results/20161212_123149\n", 135 "2016-12-12 12:31:49,454 INFO : TestEnv : Experiment results available also in:\n", 136 "2016-12-12 12:31:49,454 INFO : TestEnv : /home/vagrant/lisa/results_latest\n" 137 ] 138 } 139 ], 140 "source": [ 141 "# Setup a target configuration\n", 142 "my_target_conf = {\n", 143 " \n", 144 " \"platform\" : 'linux',\n", 145 " \"board\" : 'juno',\n", 146 "\n", 147 " \"modules\" : [\n", 148 " 'bl',\n", 149 " 'cpufreq'\n", 150 " ],\n", 151 "\n", 152 " \"host\" : '192.168.0.1',\n", 153 " \"username\" : 'root',\n", 154 " \"password\" : 'juno',\n", 155 "## Workload execution\n", 156 " \"rtapp-calib\" : {\n", 157 " '0': 361, '1': 138, '2': 138, '3': 352, '4': 360, '5': 353\n", 158 " }\n", 159 "\n", 160 "}\n", 161 "\n", 162 "my_tests_conf = {\n", 163 "\n", 164 " \"tools\" : ['rt-app', 'taskset', 'trace-cmd'],\n", 165 "\n", 166 " \"ftrace\" : {\n", 167 " \"events\" : [\n", 168 " 'sched_migrate_task',\n", 169 " 'sched_process_exec',\n", 170 " 'sched_process_fork',\n", 171 " 'sched_stat_iowait',\n", 172 " 'sched_switch',\n", 173 " 'sched_wakeup',\n", 174 " 'sched_wakeup_new',\n", 175 " 'sched_overutilized',\n", 176 " 'cpu_capacity',\n", 177 " 'sched_load_avg_cpu',\n", 178 " 'sched_load_avg_task',\n", 179 " 'sched_boost_cpu',\n", 180 " 'sched_boost_task',\n", 181 " 'sched_energy_diff',\n", 182 " 'cpu_frequency',\n", 183 " 'cpu_idle',\n", 184 " 'sched_tune_config',\n", 185 " ],\n", 186 " \"buffsize\" : 10240\n", 187 " },\n", 188 "\n", 189 "}\n", 190 "\n", 191 "te = TestEnv(target_conf=my_target_conf, test_conf=my_tests_conf)\n", 192 "target = te.target" 193 ] 194 }, 195 { 196 "cell_type": "markdown", 197 "metadata": {}, 198 "source": [ 199 "## Workload configuration and execution\n", 200 "\n", 201 "For more details on this please check out **examples/wlgen/rtapp_example.ipynb**." 202 ] 203 }, 204 { 205 "cell_type": "code", 206 "execution_count": 4, 207 "metadata": { 208 "collapsed": false 209 }, 210 "outputs": [ 211 { 212 "name": "stderr", 213 "output_type": "stream", 214 "text": [ 215 "2016-12-12 12:32:22,824 INFO : Workload : Setup new workload trappy\n", 216 "2016-12-12 12:32:22,825 INFO : Workload : Workload duration defined by longest task\n", 217 "2016-12-12 12:32:22,826 INFO : Workload : Default policy: SCHED_OTHER\n", 218 "2016-12-12 12:32:22,826 INFO : Workload : ------------------------\n", 219 "2016-12-12 12:32:22,827 INFO : Workload : task [task_per20], sched: {'policy': 'FIFO'}\n", 220 "2016-12-12 12:32:22,827 INFO : Workload : | calibration CPU: 1\n", 221 "2016-12-12 12:32:22,828 INFO : Workload : | loops count: 1\n", 222 "2016-12-12 12:32:22,828 INFO : Workload : + phase_000001: duration 5.000000 [s] (50 loops)\n", 223 "2016-12-12 12:32:22,829 INFO : Workload : | period 100000 [us], duty_cycle 20 %\n", 224 "2016-12-12 12:32:22,829 INFO : Workload : | run_time 20000 [us], sleep_time 80000 [us]\n", 225 "2016-12-12 12:32:22,830 INFO : Workload : ------------------------\n", 226 "2016-12-12 12:32:22,830 INFO : Workload : task [task_pls5-80], sched: using default policy\n", 227 "2016-12-12 12:32:22,831 INFO : Workload : | start delay: 0.500000 [s]\n", 228 "2016-12-12 12:32:22,831 INFO : Workload : | calibration CPU: 1\n", 229 "2016-12-12 12:32:22,832 INFO : Workload : | loops count: 1\n", 230 "2016-12-12 12:32:22,832 INFO : Workload : + phase_000001: duration 1.000000 [s] (10 loops)\n", 231 "2016-12-12 12:32:22,833 INFO : Workload : | period 100000 [us], duty_cycle 65 %\n", 232 "2016-12-12 12:32:22,833 INFO : Workload : | run_time 65000 [us], sleep_time 35000 [us]\n", 233 "2016-12-12 12:32:22,834 INFO : Workload : + phase_000002: duration 1.000000 [s] (10 loops)\n", 234 "2016-12-12 12:32:22,834 INFO : Workload : | period 100000 [us], duty_cycle 5 %\n", 235 "2016-12-12 12:32:22,834 INFO : Workload : | run_time 5000 [us], sleep_time 95000 [us]\n", 236 "2016-12-12 12:32:22,835 INFO : Workload : ------------------------\n", 237 "2016-12-12 12:32:22,836 INFO : Workload : task [task_rmp20_5-60], sched: using default policy\n", 238 "2016-12-12 12:32:22,836 INFO : Workload : | calibration CPU: 1\n", 239 "2016-12-12 12:32:22,837 INFO : Workload : | loops count: 1\n", 240 "2016-12-12 12:32:22,837 INFO : Workload : | CPUs affinity: 0\n", 241 "2016-12-12 12:32:22,838 INFO : Workload : + phase_000001: duration 1.000000 [s] (10 loops)\n", 242 "2016-12-12 12:32:22,838 INFO : Workload : | period 100000 [us], duty_cycle 5 %\n", 243 "2016-12-12 12:32:22,839 INFO : Workload : | run_time 5000 [us], sleep_time 95000 [us]\n", 244 "2016-12-12 12:32:22,839 INFO : Workload : + phase_000002: duration 1.000000 [s] (10 loops)\n", 245 "2016-12-12 12:32:22,840 INFO : Workload : | period 100000 [us], duty_cycle 25 %\n", 246 "2016-12-12 12:32:22,840 INFO : Workload : | run_time 25000 [us], sleep_time 75000 [us]\n", 247 "2016-12-12 12:32:22,841 INFO : Workload : + phase_000003: duration 1.000000 [s] (10 loops)\n", 248 "2016-12-12 12:32:22,841 INFO : Workload : | period 100000 [us], duty_cycle 45 %\n", 249 "2016-12-12 12:32:22,841 INFO : Workload : | run_time 45000 [us], sleep_time 55000 [us]\n", 250 "2016-12-12 12:32:22,842 INFO : Workload : + phase_000004: duration 1.000000 [s] (10 loops)\n", 251 "2016-12-12 12:32:22,842 INFO : Workload : | period 100000 [us], duty_cycle 65 %\n", 252 "2016-12-12 12:32:22,843 INFO : Workload : | run_time 65000 [us], sleep_time 35000 [us]\n", 253 "2016-12-12 12:32:22,843 INFO : Workload : ------------------------\n", 254 "2016-12-12 12:32:22,844 INFO : Workload : task [task_stp10-50], sched: using default policy\n", 255 "2016-12-12 12:32:22,844 INFO : Workload : | start delay: 0.500000 [s]\n", 256 "2016-12-12 12:32:22,844 INFO : Workload : | calibration CPU: 1\n", 257 "2016-12-12 12:32:22,845 INFO : Workload : | loops count: 1\n", 258 "2016-12-12 12:32:22,845 INFO : Workload : + phase_000001: sleep 1.000000 [s]\n", 259 "2016-12-12 12:32:22,845 INFO : Workload : + phase_000002: duration 1.000000 [s] (10 loops)\n", 260 "2016-12-12 12:32:22,846 INFO : Workload : | period 100000 [us], duty_cycle 50 %\n", 261 "2016-12-12 12:32:22,846 INFO : Workload : | run_time 50000 [us], sleep_time 50000 [us]\n" 262 ] 263 } 264 ], 265 "source": [ 266 "# Create a new RTApp workload generator using the calibration values\n", 267 "rtapp = RTA(target, 'trappy', calibration=te.calibration())\n", 268 "\n", 269 "# Configure this RTApp instance to:\n", 270 "rtapp.conf(\n", 271 " kind='profile',\n", 272 " \n", 273 " params={\n", 274 " 'task_per20': Periodic(\n", 275 " period_ms=100,\n", 276 " duty_cycle_pct=20,\n", 277 " duration_s=5,\n", 278 " cpus=None,\n", 279 " sched={\n", 280 " \"policy\": \"FIFO\",\n", 281 " },\n", 282 " delay_s=0\n", 283 " ).get(),\n", 284 "\n", 285 " 'task_rmp20_5-60': Ramp(\n", 286 " period_ms=100,\n", 287 " start_pct=5,\n", 288 " end_pct=65,\n", 289 " delta_pct=20,\n", 290 " time_s=1,\n", 291 " cpus=\"0\"\n", 292 " ).get(),\n", 293 "\n", 294 " 'task_stp10-50': Step(\n", 295 " period_ms=100,\n", 296 " start_pct=0,\n", 297 " end_pct=50,\n", 298 " time_s=1,\n", 299 " delay_s=0.5\n", 300 " ).get(),\n", 301 "\n", 302 " 'task_pls5-80': Pulse(\n", 303 " period_ms=100,\n", 304 " start_pct=65,\n", 305 " end_pct=5,\n", 306 " time_s=1,\n", 307 " delay_s=0.5\n", 308 " ).get(),\n", 309 " },\n", 310 "\n", 311 " run_dir=target.working_directory\n", 312 " \n", 313 ");" 314 ] 315 }, 316 { 317 "cell_type": "code", 318 "execution_count": 5, 319 "metadata": { 320 "collapsed": false 321 }, 322 "outputs": [ 323 { 324 "name": "stderr", 325 "output_type": "stream", 326 "text": [ 327 "2016-12-12 12:32:26,010 INFO : root : #### Setup FTrace\n", 328 "2016-12-12 12:32:30,739 INFO : root : #### Start energy sampling\n", 329 "2016-12-12 12:32:31,368 INFO : root : #### Start RTApp execution\n", 330 "2016-12-12 12:32:31,370 INFO : Workload : Workload execution START:\n", 331 "2016-12-12 12:32:31,372 INFO : Workload : /root/devlib-target/bin/rt-app /root/devlib-target/trappy_00.json 2>&1\n", 332 "2016-12-12 12:32:48,588 INFO : root : #### Read energy consumption: /home/vagrant/lisa/results/20161212_123149/energy.json\n", 333 "2016-12-12 12:32:49,213 INFO : root : #### Stop FTrace\n", 334 "2016-12-12 12:32:51,475 INFO : root : #### Save FTrace: /home/vagrant/lisa/results/20161212_123149/trace.dat\n", 335 "2016-12-12 12:32:55,529 INFO : root : #### Save platform description: /home/vagrant/lisa/results/20161212_123149/platform.json\n" 336 ] 337 } 338 ], 339 "source": [ 340 "logging.info('#### Setup FTrace')\n", 341 "te.ftrace.start()\n", 342 "\n", 343 "logging.info('#### Start energy sampling')\n", 344 "te.emeter.reset()\n", 345 "\n", 346 "logging.info('#### Start RTApp execution')\n", 347 "rtapp.run(out_dir=te.res_dir, cgroup=\"\")\n", 348 "\n", 349 "logging.info('#### Read energy consumption: %s/energy.json', te.res_dir)\n", 350 "nrg_report = te.emeter.report(out_dir=te.res_dir)\n", 351 "\n", 352 "logging.info('#### Stop FTrace')\n", 353 "te.ftrace.stop()\n", 354 "\n", 355 "trace_file = os.path.join(te.res_dir, 'trace.dat')\n", 356 "logging.info('#### Save FTrace: %s', trace_file)\n", 357 "te.ftrace.get_trace(trace_file)\n", 358 "\n", 359 "logging.info('#### Save platform description: %s/platform.json', te.res_dir)\n", 360 "(plt, plt_file) = te.platform_dump(te.res_dir)" 361 ] 362 }, 363 { 364 "cell_type": "markdown", 365 "metadata": {}, 366 "source": [ 367 "## Trace inspection" 368 ] 369 }, 370 { 371 "cell_type": "code", 372 "execution_count": 6, 373 "metadata": { 374 "collapsed": false 375 }, 376 "outputs": [ 377 { 378 "data": { 379 "text/html": [ 380 "<style>\n", 381 "/*\n", 382 " * Copyright 2015-2016 ARM Limited\n", 383 " *\n", 384 " * Licensed under the Apache License, Version 2.0 (the \"License\");\n", 385 " * you may not use this file except in compliance with the License.\n", 386 " * You may obtain a copy of the License at\n", 387 " *\n", 388 " * http://www.apache.org/licenses/LICENSE-2.0\n", 389 " *\n", 390 " * Unless required by applicable law or agreed to in writing, software\n", 391 " * distributed under the License is distributed on an \"AS IS\" BASIS,\n", 392 " * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", 393 " * See the License for the specific language governing permissions and\n", 394 " * limitations under the License.\n", 395 " */\n", 396 "\n", 397 ".d3-tip {\n", 398 " line-height: 1;\n", 399 " padding: 12px;\n", 400 " background: rgba(0, 0, 0, 0.6);\n", 401 " color: #fff;\n", 402 " border-radius: 2px;\n", 403 " position: absolute !important;\n", 404 " z-index: 99999;\n", 405 "}\n", 406 "\n", 407 ".d3-tip:after {\n", 408 " box-sizing: border-box;\n", 409 " pointer-events: none;\n", 410 " display: inline;\n", 411 " font-size: 10px;\n", 412 " width: 100%;\n", 413 " line-height: 1;\n", 414 " color: rgba(0, 0, 0, 0.6);\n", 415 " content: \"\\25BC\";\n", 416 " position: absolute !important;\n", 417 " z-index: 99999;\n", 418 " text-align: center;\n", 419 "}\n", 420 "\n", 421 ".d3-tip.n:after {\n", 422 " margin: -1px 0 0 0;\n", 423 " top: 100%;\n", 424 " left: 0;\n", 425 "}\n", 426 "\n", 427 ".contextRect {\n", 428 " fill: lightgray;\n", 429 " fill-opacity: 0.5;\n", 430 " stroke: black;\n", 431 " stroke-width: 1;\n", 432 " stroke-opacity: 1;\n", 433 " pointer-events: none;\n", 434 " shape-rendering: crispEdges;\n", 435 "}\n", 436 "\n", 437 ".chart {\n", 438 " shape-rendering: crispEdges;\n", 439 "}\n", 440 "\n", 441 ".mini text {\n", 442 " font: 9px sans-serif;\n", 443 "}\n", 444 "\n", 445 ".main text {\n", 446 " font: 12px sans-serif;\n", 447 "}\n", 448 "\n", 449 ".axis line, .axis path {\n", 450 " stroke: black;\n", 451 "}\n", 452 "\n", 453 ".miniItem {\n", 454 " stroke-width: 8;\n", 455 "}\n", 456 "\n", 457 ".brush .extent {\n", 458 "\n", 459 " stroke: #000;\n", 460 " fill-opacity: .125;\n", 461 " shape-rendering: crispEdges;\n", 462 "}\n", 463 "</style>\n", 464 "<div id=\"fig_f0b47efea02e423d9ffa178a31ea2789\" class=\"eventplot\">\n", 465 "<!-- TRAPPY_PUBLISH_SOURCE_LIB = \"https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.6/d3.min.js\" -->\n", 466 "<!-- TRAPPY_PUBLISH_SOURCE_LIB = \"http://labratrevenge.com/d3-tip/javascripts/d3.tip.v0.6.3.js\" -->\n", 467 "\n", 468 " <script>\n", 469 " /* TRAPPY_PUBLISH_IMPORT = \"plotter/js/EventPlot.js\" */\n", 470 " /* TRAPPY_PUBLISH_REMOVE_START */\n", 471 " var req = require.config( {\n", 472 "\n", 473 " paths: {\n", 474 "\n", 475 " \"EventPlot\": '/nbextensions/plotter_scripts/EventPlot/EventPlot',\n", 476 " \"d3-tip\": '/nbextensions/plotter_scripts/EventPlot/d3.tip.v0.6.3',\n", 477 " \"d3-plotter\": '/nbextensions/plotter_scripts/EventPlot/d3.min'\n", 478 " },\n", 479 " waitSeconds: 15,\n", 480 " shim: {\n", 481 " \"d3-plotter\" : {\n", 482 " \"exports\" : \"d3\"\n", 483 " },\n", 484 " \"d3-tip\": [\"d3-plotter\"],\n", 485 " \"EventPlot\": {\n", 486 "\n", 487 " \"deps\": [\"d3-tip\", \"d3-plotter\" ],\n", 488 " \"exports\": \"EventPlot\"\n", 489 " }\n", 490 " }\n", 491 " });\n", 492 " /* TRAPPY_PUBLISH_REMOVE_STOP */\n", 493 " \n", 494 " req([\"require\", \"EventPlot\"], function() { /* TRAPPY_PUBLISH_REMOVE_LINE */\n", 495 " EventPlot.generate('fig_f0b47efea02e423d9ffa178a31ea2789', '/nbextensions/', {\"lanes\": [{\"id\": 0, \"label\": \"CPU :0\"}, {\"id\": 1, \"label\": \"CPU :1\"}, {\"id\": 2, \"label\": \"CPU :2\"}, {\"id\": 3, \"label\": \"CPU :3\"}, {\"id\": 4, \"label\": \"CPU :4\"}, {\"id\": 5, \"label\": \"CPU :5\"}], \"colorMap\": null, \"keys\": [\"task_rmp20_5-60-561\", \"task_stp10-50-562\", \"task_per20-559\", \"task_pls5-80-560\", \"bash-589\", \"bash-585\", \"bash-552\", \"bash-550\", \"sshd-563\", \"sudo-591\", \"sshd-575\", \"sshd-571\", \"rt-app-558\", \"sshd-579\", \"sshd-567\", \"sudo-550\", \"sshd-566\", \"sudo-552\", \"sh-554\", \"sh-587\", \"bash-570\", \"sshd-573\", \"sshd-581\", \"sshd-565\", \"sudo-592\", \"sshd-578\", \"shutils-555\", \"sudo-585\", \"sudo-589\", 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