| { |
| "cells": [ |
| { |
| "cell_type": "code", |
| "execution_count": 1, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [], |
| "source": [ |
| "import logging\n", |
| "reload(logging)\n", |
| "logging.basicConfig(\n", |
| " format='%(asctime)-9s %(levelname)-8s: %(message)s',\n", |
| " datefmt='%I:%M:%S')\n", |
| "\n", |
| "# Enable logging at INFO level\n", |
| "logging.getLogger().setLevel(logging.INFO)\n", |
| "# Uncomment the following lines to enabled CGroups verbose logging\n", |
| "logging.getLogger('cgroups').setLevel(logging.INFO)\n", |
| "logging.getLogger('cgroups.cpuset').setLevel(logging.INFO)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 2, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [], |
| "source": [ |
| "import json\n", |
| "import operator\n", |
| "\n", |
| "import devlib\n", |
| "import trappy\n", |
| "import bart\n", |
| "\n", |
| "from bart.sched.SchedMultiAssert import SchedMultiAssert\n", |
| "from wlgen import RTA, Periodic" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "## Target connection" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 3, |
| "metadata": { |
| "collapsed": true |
| }, |
| "outputs": [], |
| "source": [ |
| "import os\n", |
| "os.environ['ANDROID_HOME'] = '/ext/android-sdk-linux/'" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 4, |
| "metadata": { |
| "collapsed": false, |
| "scrolled": false |
| }, |
| "outputs": [ |
| { |
| "name": "stderr", |
| "output_type": "stream", |
| "text": [ |
| "04:23:46 INFO : Target - Using base path: /home/derkling/Code/lisa\n", |
| "04:23:46 INFO : Target - Loading custom (inline) target configuration\n", |
| "04:23:46 INFO : Target - Devlib modules to load: ['bl', 'cpufreq', 'cgroups']\n", |
| "04:23:46 INFO : Target - Connecting linux target:\n", |
| "04:23:46 INFO : Target - username : root\n", |
| "04:23:46 INFO : Target - host : 192.168.0.1\n", |
| "04:23:46 INFO : Target - password : \n", |
| "04:23:46 INFO : Target - Connection settings:\n", |
| "04:23:46 INFO : Target - {'username': 'root', 'host': '192.168.0.1', 'password': ''}\n", |
| "04:23:50 INFO : Target - Initializing target workdir:\n", |
| "04:23:50 INFO : Target - /root/devlib-target\n", |
| "04:24:16 INFO : Target - Topology:\n", |
| "04:24:16 INFO : Target - [[0, 3, 4, 5], [1, 2]]\n", |
| "04:24:18 INFO : Platform - Loading default EM:\n", |
| "04:24:18 INFO : Platform - /home/derkling/Code/lisa/libs/utils/platforms/juno.json\n", |
| "04:24:19 INFO : FTrace - Enabled tracepoints:\n", |
| "04:24:19 INFO : FTrace - sched_switch\n", |
| "04:24:19 WARNING : Target - Using configuration provided RTApp calibration\n", |
| "04:24:19 INFO : Target - Using RT-App calibration values:\n", |
| "04:24:19 INFO : Target - {\"0\": 363, \"1\": 138, \"2\": 139, \"3\": 352, \"4\": 353, \"5\": 361}\n", |
| "04:24:19 INFO : HWMon - HWMON module not enabled\n", |
| "04:24:19 WARNING : HWMon - Energy sampling disabled by configuration\n", |
| "04:24:19 INFO : TestEnv - Set results folder to:\n", |
| "04:24:19 INFO : TestEnv - /home/derkling/Code/lisa/results/20161108_162419\n", |
| "04:24:19 INFO : TestEnv - Experiment results available also in:\n", |
| "04:24:19 INFO : TestEnv - /home/derkling/Code/lisa/results_latest\n", |
| "04:24:19 INFO : Connected to arm64 target\n" |
| ] |
| }, |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "DONE\n" |
| ] |
| } |
| ], |
| "source": [ |
| "from env import TestEnv\n", |
| "\n", |
| "my_conf = {\n", |
| "\n", |
| " # JUNO Linux\n", |
| " \"platform\" : \"linux\",\n", |
| " \"board\" : \"juno\",\n", |
| " \"host\" : \"192.168.0.1\",\n", |
| " \"username\" : \"root\",\n", |
| " \"password\" : \"\",\n", |
| " \"exclude_modules\" : [ \"hwmon\" ],\n", |
| "\n", |
| "# # JUNO Android\n", |
| "# \"platform\" : \"android\",\n", |
| "# \"board\" : \"juno\",\n", |
| "# \"host\" : \"192.168.0.1\",\n", |
| "# \"exclude_modules\" : [ \"hwmon\" ],\n", |
| " \n", |
| "\n", |
| " # RT-App calibration values\n", |
| " \"rtapp-calib\" : {\n", |
| " '0': 363, '1': 138, '2': 139, '3': 352, '4': 353, '5': 361\n", |
| " },\n", |
| "\n", |
| " # List of additional devlib modules to install \n", |
| " \"modules\" : ['cgroups', 'bl', 'cpufreq'],\n", |
| " \n", |
| " # List of additional binary tools to install\n", |
| " \"tools\" : ['rt-app', 'trace-cmd'],\n", |
| " \n", |
| " # FTrace events to collect\n", |
| " \"ftrace\" : {\n", |
| " \"events\" : [\n", |
| " \"sched_switch\"\n", |
| " ],\n", |
| " \"buffsize\" : 10240\n", |
| " }\n", |
| "}\n", |
| "\n", |
| "te = TestEnv(my_conf, force_new=True)\n", |
| "target = te.target\n", |
| "\n", |
| "# Report target connection\n", |
| "logging.info('Connected to %s target', target.abi)\n", |
| "print \"DONE\"" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "## List available Controllers" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 5, |
| "metadata": { |
| "collapsed": false, |
| "scrolled": true |
| }, |
| "outputs": [ |
| { |
| "name": "stderr", |
| "output_type": "stream", |
| "text": [ |
| "04:24:19 INFO : CGroup - Available controllers:\n", |
| "04:24:20 INFO : CGroup - cpuset (hierarchy id: 1) has 4 cgroups\n", |
| "04:24:20 INFO : CGroup - cpu (hierarchy id: 2) has 2 cgroups\n", |
| "04:24:20 INFO : CGroup - cpuacct (hierarchy id: 3) has 1 cgroups\n", |
| "04:24:20 INFO : CGroup - schedtune (hierarchy id: 4) has 1 cgroups\n", |
| "04:24:20 INFO : CGroup - blkio (hierarchy id: 5) has 1 cgroups\n", |
| "04:24:20 INFO : CGroup - memory (hierarchy id: 6) has 1 cgroups\n", |
| "04:24:20 INFO : CGroup - devices (hierarchy id: 7) has 1 cgroups\n", |
| "04:24:20 INFO : CGroup - perf_event (hierarchy id: 8) has 1 cgroups\n", |
| "04:24:20 INFO : CGroup - hugetlb (hierarchy id: 9) has 1 cgroups\n", |
| "04:24:20 INFO : CGroup - pids (hierarchy id: 10) has 1 cgroups\n" |
| ] |
| } |
| ], |
| "source": [ |
| "logging.info('%14s - Available controllers:', 'CGroup')\n", |
| "ssys = target.cgroups.list_subsystems()\n", |
| "for (n,h,g,e) in ssys:\n", |
| " logging.info('%14s - %10s (hierarchy id: %d) has %d cgroups',\n", |
| " 'CGroup', n, h, g)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "## Example of CPUSET controller usage" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 6, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [], |
| "source": [ |
| "# Get a reference to the CPUSet controller\n", |
| "cpuset = target.cgroups.controller('cpuset')" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 7, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stderr", |
| "output_type": "stream", |
| "text": [ |
| "04:24:20 INFO : Existing CGropups:\n", |
| "04:24:20 INFO : /\n", |
| "04:24:20 INFO : /DEVLIB_ISOL\n", |
| "04:24:20 INFO : /LITTLE\n", |
| "04:24:20 INFO : /DEVLIB_SBOX\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Get the list of current configured CGroups for that controller\n", |
| "cgroups = cpuset.list_all()\n", |
| "logging.info('Existing CGropups:')\n", |
| "for cg in cgroups:\n", |
| " logging.info(' %s', cg)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 8, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stderr", |
| "output_type": "stream", |
| "text": [ |
| "04:24:20 INFO : cpuset:/ cpus: 0-5\n", |
| "04:24:21 INFO : cpuset:/DEVLIB_ISOL cpus: 0\n", |
| "04:24:22 INFO : cpuset:/LITTLE cpus: 0,3-5\n", |
| "04:24:23 INFO : cpuset:/DEVLIB_SBOX cpus: 1-5\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Dump the configuraiton of each controller\n", |
| "for cgname in cgroups:\n", |
| " #print cgname\n", |
| " cgroup = cpuset.cgroup(cgname)\n", |
| " attrs = cgroup.get()\n", |
| " #print attrs\n", |
| " cpus = attrs['cpus']\n", |
| " logging.info('%s:%-15s cpus: %s', cpuset.kind, cgroup.name, cpus)\n", |
| " " |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 9, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [], |
| "source": [ |
| "# Create a LITTLE partition\n", |
| "cpuset_littles = cpuset.cgroup('/LITTLE')" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 10, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "LITTLE:\n", |
| "{\n", |
| " \"cpu_exclusive\": \"0\", \n", |
| " \"memory_spread_page\": \"0\", \n", |
| " \"sched_load_balance\": \"1\", \n", |
| " \"cpus\": \"0,3-5\", \n", |
| " \"effective_mems\": \"0\", \n", |
| " \"mem_hardwall\": \"0\", \n", |
| " \"mem_exclusive\": \"0\", \n", |
| " \"memory_pressure\": \"0\", \n", |
| " \"effective_cpus\": \"0,3-5\", \n", |
| " \"mems\": \"0\", \n", |
| " \"sched_relax_domain_level\": \"-1\", \n", |
| " \"memory_migrate\": \"0\", \n", |
| " \"memory_spread_slab\": \"0\"\n", |
| "}\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Check the attributes available for this control group\n", |
| "print \"LITTLE:\\n\", json.dumps(cpuset_littles.get(), indent=4)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 11, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "LITTLE:\n", |
| "{\n", |
| " \"cpu_exclusive\": \"0\", \n", |
| " \"memory_spread_page\": \"0\", \n", |
| " \"sched_load_balance\": \"1\", \n", |
| " \"cpus\": \"0,3-5\", \n", |
| " \"effective_mems\": \"0\", \n", |
| " \"mem_hardwall\": \"0\", \n", |
| " \"mem_exclusive\": \"0\", \n", |
| " \"memory_pressure\": \"0\", \n", |
| " \"effective_cpus\": \"0,3-5\", \n", |
| " \"mems\": \"0\", \n", |
| " \"sched_relax_domain_level\": \"-1\", \n", |
| " \"memory_migrate\": \"0\", \n", |
| " \"memory_spread_slab\": \"0\"\n", |
| "}\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Tune CPUs and MEMs attributes\n", |
| "# they must be initialize for the group to be usable\n", |
| "cpuset_littles.set(cpus=target.bl.littles, mems=0)\n", |
| "print \"LITTLE:\\n\", json.dumps(cpuset_littles.get(), indent=4)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 12, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stderr", |
| "output_type": "stream", |
| "text": [ |
| "04:24:25 INFO : WlGen - Setup new workload simple\n", |
| "04:24:25 INFO : RTApp - Workload duration defined by longest task\n", |
| "04:24:25 INFO : RTApp - Default policy: SCHED_OTHER\n", |
| "04:24:25 INFO : RTApp - ------------------------\n", |
| "04:24:25 INFO : RTApp - task [task0], sched: using default policy\n", |
| "04:24:25 INFO : RTApp - | calibration CPU: 1\n", |
| "04:24:25 INFO : RTApp - | loops count: 1\n", |
| "04:24:25 INFO : RTApp - + phase_000001: duration 5.000000 [s] (50 loops)\n", |
| "04:24:25 INFO : RTApp - | period 100000 [us], duty_cycle 80 %\n", |
| "04:24:25 INFO : RTApp - | run_time 80000 [us], sleep_time 20000 [us]\n", |
| "04:24:25 INFO : RTApp - ------------------------\n", |
| "04:24:25 INFO : RTApp - task [task1], sched: using default policy\n", |
| "04:24:25 INFO : RTApp - | calibration CPU: 1\n", |
| "04:24:25 INFO : RTApp - | loops count: 1\n", |
| "04:24:25 INFO : RTApp - + phase_000001: duration 5.000000 [s] (50 loops)\n", |
| "04:24:25 INFO : RTApp - | period 100000 [us], duty_cycle 80 %\n", |
| "04:24:25 INFO : RTApp - | run_time 80000 [us], sleep_time 20000 [us]\n", |
| "04:24:25 INFO : RTApp - ------------------------\n", |
| "04:24:25 INFO : RTApp - task [task2], sched: using default policy\n", |
| "04:24:25 INFO : RTApp - | calibration CPU: 1\n", |
| "04:24:25 INFO : RTApp - | loops count: 1\n", |
| "04:24:25 INFO : RTApp - + phase_000001: duration 5.000000 [s] (50 loops)\n", |
| "04:24:25 INFO : RTApp - | period 100000 [us], duty_cycle 80 %\n", |
| "04:24:25 INFO : RTApp - | run_time 80000 [us], sleep_time 20000 [us]\n", |
| "04:24:25 INFO : RTApp - ------------------------\n", |
| "04:24:25 INFO : RTApp - task [task3], sched: using default policy\n", |
| "04:24:25 INFO : RTApp - | calibration CPU: 1\n", |
| "04:24:25 INFO : RTApp - | loops count: 1\n", |
| "04:24:25 INFO : RTApp - + phase_000001: duration 5.000000 [s] (50 loops)\n", |
| "04:24:25 INFO : RTApp - | period 100000 [us], duty_cycle 80 %\n", |
| "04:24:25 INFO : RTApp - | run_time 80000 [us], sleep_time 20000 [us]\n", |
| "04:24:25 INFO : RTApp - ------------------------\n", |
| "04:24:25 INFO : RTApp - task [task4], sched: using default policy\n", |
| "04:24:25 INFO : RTApp - | calibration CPU: 1\n", |
| "04:24:25 INFO : RTApp - | loops count: 1\n", |
| "04:24:25 INFO : RTApp - + phase_000001: duration 5.000000 [s] (50 loops)\n", |
| "04:24:25 INFO : RTApp - | period 100000 [us], duty_cycle 80 %\n", |
| "04:24:25 INFO : RTApp - | run_time 80000 [us], sleep_time 20000 [us]\n", |
| "04:24:25 INFO : RTApp - ------------------------\n", |
| "04:24:25 INFO : RTApp - task [task5], sched: using default policy\n", |
| "04:24:25 INFO : RTApp - | calibration CPU: 1\n", |
| "04:24:25 INFO : RTApp - | loops count: 1\n", |
| "04:24:25 INFO : RTApp - + phase_000001: duration 5.000000 [s] (50 loops)\n", |
| "04:24:25 INFO : RTApp - | period 100000 [us], duty_cycle 80 %\n", |
| "04:24:25 INFO : RTApp - | run_time 80000 [us], sleep_time 20000 [us]\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Define a periodic big (80%) task\n", |
| "task = Periodic(\n", |
| " period_ms=100,\n", |
| " duty_cycle_pct=80,\n", |
| " duration_s=5).get()\n", |
| "\n", |
| "# Create one task per each CPU in the target\n", |
| "tasks={}\n", |
| "for tid in enumerate(target.core_names):\n", |
| " tasks['task{}'.format(tid[0])] = task\n", |
| "\n", |
| "# Configure RTA to run all these tasks\n", |
| "rtapp = RTA(target, 'simple', calibration=te.calibration())\n", |
| "rtapp.conf(kind='profile', params=tasks, run_dir=target.working_directory);" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 13, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stderr", |
| "output_type": "stream", |
| "text": [ |
| "04:24:30 INFO : WlGen - Workload execution START:\n", |
| "04:24:30 INFO : WlGen - /root/devlib-target/bin/shutils cgroups_run_into /LITTLE /root/devlib-target/bin/rt-app /root/devlib-target/simple_00.json 2>&1\n", |
| "04:24:46 INFO : WlGen - Pulling trace file into [/home/derkling/Code/lisa/results/20161108_162419/simple_00.dat]...\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Test execution of all these tasks into the LITTLE cluster\n", |
| "trace = rtapp.run(ftrace=te.ftrace, cgroup=cpuset_littles.name, out_dir=te.res_dir)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 14, |
| "metadata": { |
| "collapsed": false, |
| "scrolled": false |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/html": [ |
| "<style>\n", |
| "/*\n", |
| " * Copyright 2015-2016 ARM Limited\n", |
| " *\n", |
| " * Licensed under the Apache License, Version 2.0 (the \"License\");\n", |
| " * you may not use this file except in compliance with the License.\n", |
| " * You may obtain a copy of the License at\n", |
| " *\n", |
| " * http://www.apache.org/licenses/LICENSE-2.0\n", |
| " *\n", |
| " * Unless required by applicable law or agreed to in writing, software\n", |
| " * distributed under the License is distributed on an \"AS IS\" BASIS,\n", |
| " * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", |
| " * See the License for the specific language governing permissions and\n", |
| " * limitations under the License.\n", |
| " */\n", |
| "\n", |
| ".d3-tip {\n", |
| " line-height: 1;\n", |
| " padding: 12px;\n", |
| " background: rgba(0, 0, 0, 0.6);\n", |
| " color: #fff;\n", |
| " border-radius: 2px;\n", |
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| " z-index: 99999;\n", |
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| " fill: lightgray;\n", |
| " fill-opacity: 0.5;\n", |
| " stroke: black;\n", |
| " stroke-width: 1;\n", |
| " stroke-opacity: 1;\n", |
| " pointer-events: none;\n", |
| " shape-rendering: crispEdges;\n", |
| "}\n", |
| "\n", |
| ".chart {\n", |
| " shape-rendering: crispEdges;\n", |
| "}\n", |
| "\n", |
| ".mini text {\n", |
| " font: 9px sans-serif;\n", |
| "}\n", |
| "\n", |
| ".main text {\n", |
| " font: 12px sans-serif;\n", |
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| ".axis line, .axis path {\n", |
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| "<!-- TRAPPY_PUBLISH_SOURCE_LIB = \"https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.6/d3.min.js\" -->\n", |
| "<!-- TRAPPY_PUBLISH_SOURCE_LIB = \"http://labratrevenge.com/d3-tip/javascripts/d3.tip.v0.6.3.js\" -->\n", |
| "\n", |
| " <script>\n", |
| " /* TRAPPY_PUBLISH_IMPORT = \"plotter/js/EventPlot.js\" */\n", |
| " /* TRAPPY_PUBLISH_REMOVE_START */\n", |
| " var req = require.config( {\n", |
| "\n", |
| " paths: {\n", |
| "\n", |
| " \"EventPlot\": '/nbextensions/plotter_scripts/EventPlot/EventPlot',\n", |
| " \"d3-tip\": '/nbextensions/plotter_scripts/EventPlot/d3.tip.v0.6.3',\n", |
| " \"d3-plotter\": '/nbextensions/plotter_scripts/EventPlot/d3.min'\n", |
| " },\n", |
| " waitSeconds: 15,\n", |
| " shim: {\n", |
| " \"d3-plotter\" : {\n", |
| " \"exports\" : \"d3\"\n", |
| " },\n", |
| " \"d3-tip\": [\"d3-plotter\"],\n", |
| " \"EventPlot\": {\n", |
| "\n", |
| " \"deps\": [\"d3-tip\", \"d3-plotter\" ],\n", |
| " \"exports\": \"EventPlot\"\n", |
| " }\n", |
| " }\n", |
| " });\n", |
| " /* TRAPPY_PUBLISH_REMOVE_STOP */\n", |
| " \n", |
| " req([\"require\", \"EventPlot\"], function() { /* TRAPPY_PUBLISH_REMOVE_LINE */\n", |
| " EventPlot.generate('fig_03b35f1d68ad445b845a10c17a867590', '/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\": [\"task4-2262\", \"task5-2263\", \"task2-2260\", \"task3-2261\", \"task0-2258\", \"task1-2259\", \"sh-2273\", \"sh-2252\", \"shutils-2253\", \"sh-2275\", \"sh-2277\", \"sudo-2273\", \"sudo-2278\", \"50default-2267\", \"shutils-2255\", \"shutils-2274\", \"sudo-2272\", \"run-parts-2265\", \"udhcpc-2264\", \"sh-2272\", \"sh-2276\", \"shutils-2254\", \"shutils-2252\", \"50default-2270\", \"default.script-2264\", \"50default-2266\", \"shutils-2256\", \"50default-2269\", \"50default-2265\", \"sudo-2276\", \"50default-2268\", \"50default-2271\", \"sudo-2249\", \"shutils-2257\", \"shutils-2273\", \"sudo-2275\", \"rt-app-2252\", \"udhcpc-1375\", \"busybox-2256\", \"grep-2268\", \"sh-2067\", \"sshd-2064\", \"run-parts-2264\", \"sshd-1737\", \"syslogd-1412\", \"rt-app-2263\", \"jbd2/sda2-8-1197\", \"sshd-1438\", \"rpcbind-1391\", \"init-1\", \"ksoftirqd/3-29\", \"rt-app-2262\", \"khugepaged-407\", \"rt-app-2260\", \"ksoftirqd/4-35\", \"ksoftirqd/1-17\", \"kworker/4:1-777\", \"ksoftirqd/5-41\", \"usb-storage-1169\", \"sudo-2277\", \"khungtaskd-401\", \"kworker/3:1-448\", \"kworker/2:1-1008\", \"ksoftirqd/2-23\", \"kworker/5:1-1007\", \"kworker/0:1-562\", \"rt-app-2258\", \"rcu_preempt-7\", \"kworker/u12:0-2003\", \"rcu_sched-8\", \"kworker/u12:2-2112\", \"kworker/1:1-1006\", \"kworker/2:1H-1200\", \"rt-app-2259\", \"kworker/u12:1-46\", \"watchdog/1-15\", \"watchdog/2-21\", \"watchdog/0-12\", \"kworker/5:1H-1251\", \"rt-app-2261\", \"sed-2267\", \"watchdog/3-27\", \"watchdog/4-33\", \"watchdog/5-39\", \"kworker/1:1H-1201\"], \"stride\": false, \"showSummary\": true, \"xDomain\": [0.0012590000001182489, 16.392704000000094], \"data\": {\"sshd-1737\": {\"1\": [[12.113659000000098, 12.113773000000037], [12.123473000000104, 12.123545000000149]]}, \"watchdog/4-33\": {\"4\": [[0.53882900000007794, 0.53883900000005269], [4.538827000000083, 4.5388350000000628], [8.5388259999999718, 8.5388330000000678], [12.538825999999972, 12.538834000000179]]}, \"shutils-2273\": {\"4\": [[15.755538999999999, 15.755563000000166], [15.755583999999999, 15.755595000000085], [15.755636999999979, 15.755647000000181], [15.755689999999959, 15.75569900000005], [15.755742000000055, 15.75575200000003], [15.756013000000166, 15.757655000000113]]}, \"shutils-2274\": {\"2\": [[15.75308700000005, 15.754136000000017]], \"5\": [[15.754221000000143, 15.756035999999995]]}, \"ksoftirqd/5-41\": {\"5\": [[15.291098000000147, 15.291149000000132], [15.291159999999991, 15.291175000000067]]}, \"udhcpc-1375\": {\"1\": [[12.89680199999998, 12.896817000000055]], \"2\": [[12.914078000000018, 12.914134000000104]], \"3\": [[12.894830000000184, 12.895144000000073], [12.896089000000075, 12.896433000000115]]}, \"sshd-1438\": {\"2\": [[10.845988000000034, 10.84608900000012], [10.848085000000083, 10.848130000000083]]}, \"rcu_preempt-7\": {\"2\": [[15.286832000000004, 15.286841000000095], [15.294904999999972, 15.294919000000164], [15.30290500000001, 15.302920000000086], [15.311004000000139, 15.311018999999987], [15.31890999999996, 15.318921000000046], [15.731058000000075, 15.731077000000141], [15.738847999999962, 15.738863000000038], [15.742977999999994, 15.742991000000075], [15.754835000000185, 15.754849000000149], [15.7588760000001, 15.75889200000006], [15.767004000000043, 15.767021999999997], [15.775065000000041, 15.775075000000015], [16.382913000000144, 16.382925000000114], [16.390839000000142, 16.39085]], \"3\": [[0.41484300000001895, 0.41485800000009476], [0.42300100000011298, 0.42303100000003724], [0.43093999999996413, 0.43097000000011576], [0.44304600000009486, 0.44306900000015048], [0.4509170000001177, 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[[16.39018800000008, 16.390229999999974]]}, \"busybox-2256\": {\"2\": [[0.43341600000007929, 0.43370000000004438]]}, \"sh-2067\": {\"1\": [[0.15666200000009667, 0.1567410000000109], [0.20681899999999587, 0.20698900000002141], [0.20710000000008222, 0.20719600000006722], [0.36233100000004015, 0.36248599999998987], [0.36259900000004563, 0.36270899999999529], [0.36271299999998519, 0.36273000000005595], [0.36273700000015197, 0.36275399999999536], [0.36276100000009137, 0.36277700000005098], [0.36278300000003583, 0.36280000000010659], [0.36280499999998028, 0.3628479999999854], [0.36286400000017238, 0.36288100000001577], [0.36288700000000063, 0.36290400000007139], [0.36290900000017245, 0.36292600000001585], [0.3629439999999704, 0.36296100000004117], [0.36296700000002602, 0.36298400000009678], [0.36300100000016755, 0.36301800000001094], [0.36302300000011201, 0.36304000000018277], [0.36305600000014238, 0.36307299999998577], [0.36307899999997062, 0.36309600000004139], [0.36310200000002624, 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[16.118306000000075, 16.118881999999985], [16.119102999999996, 16.119181000000026], [16.166768000000047, 16.167001000000027], [16.167523999999958, 16.167654999999968], [16.177396000000044, 16.177490000000034], [16.331975000000057, 16.332076000000143], [16.332466000000068, 16.332845000000134], [16.382283000000143, 16.382475999999997], [16.383051000000023, 16.383256999999958]], \"4\": [[0.45422400000006746, 0.45435500000007778], [0.45538600000008955, 0.45548299999995834], [0.45578100000011545, 0.45584000000008018], [0.4558510000001661, 0.45592299999998431], [0.45885999999995875, 0.45895400000017617], [0.46290900000008151, 0.46299399999998059], [0.46686399999998685, 0.4669490000001133], [0.47486400000002504, 0.4749490000001515], [13.482371000000057, 13.482496999999967], [15.285064000000148, 15.285156000000143]], \"5\": [[0.45565400000009504, 0.45573800000011033], [0.4559590000001208, 0.45600800000011077], [13.972453000000087, 13.972547999999961], [14.200076999999965, 14.200166000000081]]}}});\n", |
| " }); /* TRAPPY_PUBLISH_REMOVE_LINE */\n", |
| " </script>\n", |
| " </div>" |
| ], |
| "text/plain": [ |
| "<IPython.core.display.HTML object>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "# Check tasks residency on little clsuter\n", |
| "trappy.plotter.plot_trace(trace)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 15, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "{\n", |
| " \"2258\": {\n", |
| " \"residency\": 100.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2259\": {\n", |
| " \"residency\": 100.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2260\": {\n", |
| " \"residency\": 100.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2261\": {\n", |
| " \"residency\": 100.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2262\": {\n", |
| " \"residency\": 100.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2263\": {\n", |
| " \"residency\": 100.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }\n", |
| "}\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Compute and visualize tasks residencies on LITTLE clusterh CPUs\n", |
| "s = SchedMultiAssert(trappy.FTrace(trace), te.topology, execnames=tasks.keys())\n", |
| "residencies = s.getResidency('cluster', target.bl.littles, percent=True)\n", |
| "print json.dumps(residencies, indent=4)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 16, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "True" |
| ] |
| }, |
| "execution_count": 16, |
| "metadata": {}, |
| "output_type": "execute_result" |
| } |
| ], |
| "source": [ |
| "# Assert that ALL tasks have always executed only on LITTLE cluster\n", |
| "s.assertResidency('cluster', target.bl.littles,\n", |
| " 99.9, operator.ge, percent=True, rank=len(residencies))" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": { |
| "collapsed": true |
| }, |
| "source": [ |
| "## Example of CPU controller usage" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 17, |
| "metadata": { |
| "collapsed": true |
| }, |
| "outputs": [], |
| "source": [ |
| "# Get a reference to the CPU controller\n", |
| "cpu = target.cgroups.controller('cpu')" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 18, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [], |
| "source": [ |
| "# Create a big partition on that CPUS\n", |
| "cpu_littles = cpu.cgroup('/LITTLE')" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 19, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "LITTLE:\n", |
| "{\n", |
| " \"shares\": \"512\"\n", |
| "}\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Check the attributes available for this control group\n", |
| "print \"LITTLE:\\n\", json.dumps(cpu_littles.get(), indent=4)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 20, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "LITTLE:\n", |
| "{\n", |
| " \"shares\": \"512\"\n", |
| "}\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Set a 1CPU equivalent bandwidth for that CGroup\n", |
| "# cpu_littles.set(cfs_period_us=100000, cfs_quota_us=50000)\n", |
| "cpu_littles.set(shares=512)\n", |
| "print \"LITTLE:\\n\", json.dumps(cpu_littles.get(), indent=4)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 21, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stderr", |
| "output_type": "stream", |
| "text": [ |
| "04:24:57 INFO : WlGen - Workload execution START:\n", |
| "04:24:57 INFO : WlGen - /root/devlib-target/bin/shutils cgroups_run_into /LITTLE /root/devlib-target/bin/rt-app /root/devlib-target/simple_00.json 2>&1\n", |
| "04:25:13 INFO : WlGen - Pulling trace file into [.//simple_00.dat]...\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Test execution of all these tasks into the LITTLE cluster\n", |
| "trace = rtapp.run(ftrace=te.ftrace, cgroup=cpu_littles.name)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 22, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/html": [ |
| "<style>\n", |
| "/*\n", |
| " * Copyright 2015-2016 ARM Limited\n", |
| " *\n", |
| " * Licensed under the Apache License, Version 2.0 (the \"License\");\n", |
| " * you may not use this file except in compliance with the License.\n", |
| " * You may obtain a copy of the License at\n", |
| " *\n", |
| " * http://www.apache.org/licenses/LICENSE-2.0\n", |
| " *\n", |
| " * Unless required by applicable law or agreed to in writing, software\n", |
| " * distributed under the License is distributed on an \"AS IS\" BASIS,\n", |
| " * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", |
| " * See the License for the specific language governing permissions and\n", |
| " * limitations under the License.\n", |
| " */\n", |
| "\n", |
| ".d3-tip {\n", |
| " line-height: 1;\n", |
| " padding: 12px;\n", |
| " background: rgba(0, 0, 0, 0.6);\n", |
| " color: #fff;\n", |
| " border-radius: 2px;\n", |
| " position: absolute !important;\n", |
| " z-index: 99999;\n", |
| "}\n", |
| "\n", |
| ".d3-tip:after {\n", |
| " box-sizing: border-box;\n", |
| " pointer-events: none;\n", |
| " display: inline;\n", |
| " font-size: 10px;\n", |
| " width: 100%;\n", |
| " line-height: 1;\n", |
| " color: rgba(0, 0, 0, 0.6);\n", |
| " content: \"\\25BC\";\n", |
| " position: absolute !important;\n", |
| " z-index: 99999;\n", |
| " text-align: center;\n", |
| "}\n", |
| "\n", |
| ".d3-tip.n:after {\n", |
| " margin: -1px 0 0 0;\n", |
| " top: 100%;\n", |
| " left: 0;\n", |
| "}\n", |
| "\n", |
| ".contextRect {\n", |
| " fill: lightgray;\n", |
| " fill-opacity: 0.5;\n", |
| " stroke: black;\n", |
| " stroke-width: 1;\n", |
| " stroke-opacity: 1;\n", |
| " pointer-events: none;\n", |
| " shape-rendering: crispEdges;\n", |
| "}\n", |
| "\n", |
| ".chart {\n", |
| " shape-rendering: crispEdges;\n", |
| "}\n", |
| "\n", |
| ".mini text {\n", |
| " font: 9px sans-serif;\n", |
| "}\n", |
| "\n", |
| ".main text {\n", |
| " font: 12px sans-serif;\n", |
| "}\n", |
| "\n", |
| ".axis line, .axis path {\n", |
| " stroke: black;\n", |
| "}\n", |
| "\n", |
| ".miniItem {\n", |
| " stroke-width: 8;\n", |
| "}\n", |
| "\n", |
| ".brush .extent {\n", |
| "\n", |
| " stroke: #000;\n", |
| " fill-opacity: .125;\n", |
| " shape-rendering: crispEdges;\n", |
| "}\n", |
| "</style>\n", |
| "<div id=\"fig_453929b77e334df8a1ffce10fd81b9a7\" class=\"eventplot\">\n", |
| "<!-- TRAPPY_PUBLISH_SOURCE_LIB = \"https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.6/d3.min.js\" -->\n", |
| "<!-- TRAPPY_PUBLISH_SOURCE_LIB = \"http://labratrevenge.com/d3-tip/javascripts/d3.tip.v0.6.3.js\" -->\n", |
| "\n", |
| " <script>\n", |
| " /* TRAPPY_PUBLISH_IMPORT = \"plotter/js/EventPlot.js\" */\n", |
| " /* TRAPPY_PUBLISH_REMOVE_START */\n", |
| " var req = require.config( {\n", |
| "\n", |
| " paths: {\n", |
| "\n", |
| " \"EventPlot\": '/nbextensions/plotter_scripts/EventPlot/EventPlot',\n", |
| " \"d3-tip\": '/nbextensions/plotter_scripts/EventPlot/d3.tip.v0.6.3',\n", |
| " \"d3-plotter\": '/nbextensions/plotter_scripts/EventPlot/d3.min'\n", |
| " },\n", |
| " waitSeconds: 15,\n", |
| " shim: {\n", |
| " \"d3-plotter\" : {\n", |
| " \"exports\" : \"d3\"\n", |
| " },\n", |
| " \"d3-tip\": [\"d3-plotter\"],\n", |
| " \"EventPlot\": {\n", |
| "\n", |
| " \"deps\": [\"d3-tip\", \"d3-plotter\" ],\n", |
| " \"exports\": \"EventPlot\"\n", |
| " }\n", |
| " }\n", |
| " });\n", |
| " /* TRAPPY_PUBLISH_REMOVE_STOP */\n", |
| " \n", |
| " req([\"require\", \"EventPlot\"], function() { /* TRAPPY_PUBLISH_REMOVE_LINE */\n", |
| " EventPlot.generate('fig_453929b77e334df8a1ffce10fd81b9a7', '/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\": [\"task2-2322\", \"task0-2320\", \"task4-2324\", \"task5-2325\", \"task1-2321\", \"task3-2323\", \"sh-2326\", \"shutils-2315\", \"sh-2327\", \"sh-2331\", \"sh-2329\", \"sh-2314\", \"shutils-2317\", \"sudo-2327\", \"sudo-2330\", \"shutils-2328\", \"sudo-2332\", \"shutils-2314\", \"shutils-2316\", \"sudo-2326\", \"shutils-2318\", \"sudo-2311\", \"sh-2332\", \"busybox-2316\", \"shutils-2319\", \"shutils-2327\", \"sudo-2329\", \"busybox-2318\", \"sh-2067\", \"rt-app-2314\", \"sshd-2064\", \"jbd2/sda2-8-1197\", \"rt-app-2320\", \"sshd-1438\", \"syslogd-1412\", \"init-1\", \"sshd-1737\", \"khugepaged-407\", \"kworker/u12:1-46\", \"ksoftirqd/3-29\", \"ksoftirqd/5-41\", \"ksoftirqd/4-35\", \"kworker/4:1-777\", \"usb-storage-1169\", \"kworker/0:1-562\", \"kworker/5:1-1007\", \"kworker/3:1-448\", \"rt-app-2321\", \"rcu_preempt-7\", \"kworker/u12:2-2112\", \"ksoftirqd/0-3\", \"rcu_sched-8\", \"kworker/1:1-1006\", \"kworker/4:1H-1196\", \"watchdog/1-15\", \"kworker/2:1-1008\", \"watchdog/2-21\", \"sudo-2331\", \"rt-app-2323\", \"kworker/3:1H-1260\", \"ksoftirqd/2-23\", \"ksoftirqd/1-17\", \"kworker/5:1H-1251\", \"kworker/0:1H-1195\", \"rt-app-2324\", \"watchdog/0-12\", \"watchdog/5-39\", \"watchdog/3-27\", \"watchdog/4-33\", \"rt-app-2322\", \"rt-app-2325\"], \"stride\": false, \"showSummary\": true, \"xDomain\": [0.0012409999999363208, 16.103290999999899], \"data\": {\"sshd-1737\": {\"1\": [[14.868632999999818, 14.86871199999996], [14.871717999999873, 14.871758999999884]]}, \"watchdog/4-33\": {\"4\": [[1.2512369999999464, 1.2512469999999212], [5.2512359999998353, 5.2512429999999313], [9.2512359999998353, 9.2512429999999313], [13.251235999999835, 13.251244999999926]]}, \"shutils-2319\": {\"2\": [[0.43130699999983335, 0.43155799999999545], [0.45145299999990129, 0.4516439999999875], [0.4517639999999119, 0.45192099999985658], [0.45196999999984655, 0.45220299999982672]], \"5\": [[0.4282269999998789, 0.42879999999991014]]}, \"shutils-2318\": {\"1\": [[0.42857099999991988, 0.42887099999984457]], \"4\": [[0.42782299999998941, 0.42855199999985416]]}, \"shutils-2317\": {\"2\": [[0.4285259999999198, 0.43126599999982318]], \"3\": [[0.42743699999982709, 0.42842199999995501]]}, \"shutils-2316\": {\"2\": [[0.4222069999998439, 0.42284699999981967]], \"4\": [[0.42142399999988811, 0.422106999999869]]}, \"shutils-2315\": {\"4\": [[0.42029499999989639, 0.42138999999997395]], \"5\": [[0.42149699999981749, 0.42671999999993204]]}, \"shutils-2314\": {\"0\": [[0.45227999999997337, 0.45254099999988284]], \"1\": [[0.42682700000000295, 0.42688399999997273], [0.42701799999986179, 0.42835900000000038]], \"2\": [[0.43126599999982318, 0.43130699999983335], [0.43155799999999545, 0.43158900000003086]], \"3\": [[0.4526260000000093, 0.45506599999998798]]}, \"ksoftirqd/1-17\": {\"1\": [[4.9392989999998917, 4.9393159999999625]]}, \"ksoftirqd/0-3\": {\"0\": [[0.45614999999997963, 0.45617300000003524], [5.9272409999998672, 5.9272670000000289]]}, \"kworker/4:1H-1196\": {\"4\": [[0.03259000000002743, 0.032613999999966836], [14.929230999999845, 14.929253999999901]]}, \"ksoftirqd/5-41\": {\"5\": [[14.927124999999933, 14.927179000000024], [14.927191999999877, 14.927208999999948], [14.936371000000008, 14.936424999999872], [14.936436999999842, 14.936453000000029]]}, \"task4-2324\": {\"0\": [[0.45583699999997407, 0.45584599999983766], [0.45598999999992884, 0.45606099999986327], [3.5072339999999258, 3.5192329999999856], [3.5312349999999242, 3.543233999999984], [3.5552319999999327, 3.5672339999998712], [3.5792329999999311, 3.5912339999999858], [3.6032329999998183, 3.615235999999868], [3.6272369999999228, 3.6392339999999876], 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[[0.4551169999999729, 0.45515299999988201]]}, \"rt-app-2320\": {\"4\": [[0.45498499999985142, 0.4551169999999729]]}, \"rt-app-2323\": {\"4\": [[0.45516599999996288, 0.45518799999990733]]}, \"rt-app-2322\": {\"4\": [[0.45515299999988201, 0.45516599999996288]]}, \"rt-app-2325\": {\"5\": [[0.45600399999989349, 0.45601699999997436]]}, \"rt-app-2324\": {\"5\": [[0.45535199999994802, 0.45536700000002384]]}, \"sshd-2064\": {\"1\": [[15.783770999999888, 15.783873999999969], [16.042694999999867, 16.042766000000029], [16.043061999999964, 16.043124000000034], [16.043247999999949, 16.043295999999827], [16.04343700000004, 16.043480999999929], [16.043623999999909, 16.043668000000025], [16.044178999999986, 16.04428299999995], [16.092895999999882, 16.093014000000039], [16.093568999999889, 16.093677999999954]], \"2\": [[0.0022549999998773274, 0.0023609999998370768], [0.15673399999991489, 0.15680699999984427], [0.15739799999983006, 0.15752999999995154], [0.20694200000002638, 0.20706799999993564], 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[0.45527700000002369, 0.45535199999994802], [14.488541999999825, 14.488636999999926], [14.926271000000042, 14.926363999999921]]}}});\n", |
| " }); /* TRAPPY_PUBLISH_REMOVE_LINE */\n", |
| " </script>\n", |
| " </div>" |
| ], |
| "text/plain": [ |
| "<IPython.core.display.HTML object>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "# Check tasks residency on little clsuter\n", |
| "trappy.plotter.plot_trace(trace)" |
| ] |
| }, |
| { |
| "cell_type": "markdown", |
| "metadata": {}, |
| "source": [ |
| "## Example of CPUs isolation" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 23, |
| "metadata": { |
| "collapsed": true |
| }, |
| "outputs": [], |
| "source": [ |
| "# Isolate CPU0\n", |
| "\n", |
| "# This works by moving all user-space tasks into a cpuset\n", |
| "# which does not include the specified list of CPUs to be\n", |
| "# isolated.\n", |
| "sandbox, isolated = target.cgroups.isolate(cpus=[0])" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 24, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Sandbox:\n", |
| "{\n", |
| " \"cpu_exclusive\": \"0\", \n", |
| " \"memory_spread_page\": \"0\", \n", |
| " \"sched_load_balance\": \"1\", \n", |
| " \"cpus\": \"1-5\", \n", |
| " \"effective_mems\": \"0\", \n", |
| " \"mem_hardwall\": \"0\", \n", |
| " \"mem_exclusive\": \"0\", \n", |
| " \"memory_pressure\": \"0\", \n", |
| " \"effective_cpus\": \"1-5\", \n", |
| " \"mems\": \"0\", \n", |
| " \"sched_relax_domain_level\": \"-1\", \n", |
| " \"memory_migrate\": \"0\", \n", |
| " \"memory_spread_slab\": \"0\"\n", |
| "}\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Check the attributes available for the SANDBOX group\n", |
| "print \"Sandbox:\\n\", json.dumps(sandbox.get(), indent=4)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 25, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "Isolated:\n", |
| "{\n", |
| " \"cpu_exclusive\": \"0\", \n", |
| " \"memory_spread_page\": \"0\", \n", |
| " \"sched_load_balance\": \"1\", \n", |
| " \"cpus\": \"0\", \n", |
| " \"effective_mems\": \"0\", \n", |
| " \"mem_hardwall\": \"0\", \n", |
| " \"mem_exclusive\": \"0\", \n", |
| " \"memory_pressure\": \"0\", \n", |
| " \"effective_cpus\": \"0\", \n", |
| " \"mems\": \"0\", \n", |
| " \"sched_relax_domain_level\": \"-1\", \n", |
| " \"memory_migrate\": \"0\", \n", |
| " \"memory_spread_slab\": \"0\"\n", |
| "}\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Check the attributes available for the ISOLATED group\n", |
| "print \"Isolated:\\n\", json.dumps(isolated.get(), indent=4)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 26, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stderr", |
| "output_type": "stream", |
| "text": [ |
| "04:25:28 INFO : WlGen - Workload execution START:\n", |
| "04:25:28 INFO : WlGen - /root/devlib-target/bin/rt-app /root/devlib-target/simple_00.json 2>&1\n", |
| "04:25:40 INFO : WlGen - Pulling trace file into [.//simple_00.dat]...\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Run some workload, which is expected to not run in the ISOLATED cpus:\n", |
| "trace = rtapp.run(ftrace=te.ftrace)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 27, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/html": [ |
| "<style>\n", |
| "/*\n", |
| " * Copyright 2015-2016 ARM Limited\n", |
| " *\n", |
| " * Licensed under the Apache License, Version 2.0 (the \"License\");\n", |
| " * you may not use this file except in compliance with the License.\n", |
| " * You may obtain a copy of the License at\n", |
| " *\n", |
| " * http://www.apache.org/licenses/LICENSE-2.0\n", |
| " *\n", |
| " * Unless required by applicable law or agreed to in writing, software\n", |
| " * distributed under the License is distributed on an \"AS IS\" BASIS,\n", |
| " * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", |
| " * See the License for the specific language governing permissions and\n", |
| " * limitations under the License.\n", |
| " */\n", |
| "\n", |
| ".d3-tip {\n", |
| " line-height: 1;\n", |
| " padding: 12px;\n", |
| " background: rgba(0, 0, 0, 0.6);\n", |
| " color: #fff;\n", |
| " border-radius: 2px;\n", |
| " position: absolute !important;\n", |
| " z-index: 99999;\n", |
| "}\n", |
| "\n", |
| ".d3-tip:after {\n", |
| " box-sizing: border-box;\n", |
| " pointer-events: none;\n", |
| " display: inline;\n", |
| " font-size: 10px;\n", |
| " width: 100%;\n", |
| " line-height: 1;\n", |
| " color: rgba(0, 0, 0, 0.6);\n", |
| " content: \"\\25BC\";\n", |
| " position: absolute !important;\n", |
| " z-index: 99999;\n", |
| " text-align: center;\n", |
| "}\n", |
| "\n", |
| ".d3-tip.n:after {\n", |
| " margin: -1px 0 0 0;\n", |
| " top: 100%;\n", |
| " left: 0;\n", |
| "}\n", |
| "\n", |
| ".contextRect {\n", |
| " fill: lightgray;\n", |
| " fill-opacity: 0.5;\n", |
| " stroke: black;\n", |
| " stroke-width: 1;\n", |
| " stroke-opacity: 1;\n", |
| " pointer-events: none;\n", |
| " shape-rendering: crispEdges;\n", |
| "}\n", |
| "\n", |
| ".chart {\n", |
| " shape-rendering: crispEdges;\n", |
| "}\n", |
| "\n", |
| ".mini text {\n", |
| " font: 9px sans-serif;\n", |
| "}\n", |
| "\n", |
| ".main text {\n", |
| " font: 12px sans-serif;\n", |
| "}\n", |
| "\n", |
| ".axis line, .axis path {\n", |
| " stroke: black;\n", |
| "}\n", |
| "\n", |
| ".miniItem {\n", |
| " stroke-width: 8;\n", |
| "}\n", |
| "\n", |
| ".brush .extent {\n", |
| "\n", |
| " stroke: #000;\n", |
| " fill-opacity: .125;\n", |
| " shape-rendering: crispEdges;\n", |
| "}\n", |
| "</style>\n", |
| "<div id=\"fig_77225121e7074fc9b1990ee93b349996\" class=\"eventplot\">\n", |
| "<!-- TRAPPY_PUBLISH_SOURCE_LIB = \"https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.6/d3.min.js\" -->\n", |
| "<!-- TRAPPY_PUBLISH_SOURCE_LIB = \"http://labratrevenge.com/d3-tip/javascripts/d3.tip.v0.6.3.js\" -->\n", |
| "\n", |
| " <script>\n", |
| " /* TRAPPY_PUBLISH_IMPORT = \"plotter/js/EventPlot.js\" */\n", |
| " /* TRAPPY_PUBLISH_REMOVE_START */\n", |
| " var req = require.config( {\n", |
| "\n", |
| " paths: {\n", |
| "\n", |
| " \"EventPlot\": '/nbextensions/plotter_scripts/EventPlot/EventPlot',\n", |
| " \"d3-tip\": '/nbextensions/plotter_scripts/EventPlot/d3.tip.v0.6.3',\n", |
| " \"d3-plotter\": '/nbextensions/plotter_scripts/EventPlot/d3.min'\n", |
| " },\n", |
| " waitSeconds: 15,\n", |
| " shim: {\n", |
| " \"d3-plotter\" : {\n", |
| " \"exports\" : \"d3\"\n", |
| " },\n", |
| " \"d3-tip\": [\"d3-plotter\"],\n", |
| " \"EventPlot\": {\n", |
| "\n", |
| " \"deps\": [\"d3-tip\", \"d3-plotter\" ],\n", |
| " \"exports\": \"EventPlot\"\n", |
| " }\n", |
| " }\n", |
| " });\n", |
| " /* TRAPPY_PUBLISH_REMOVE_STOP */\n", |
| " \n", |
| " req([\"require\", \"EventPlot\"], function() { /* TRAPPY_PUBLISH_REMOVE_LINE */\n", |
| " EventPlot.generate('fig_77225121e7074fc9b1990ee93b349996', '/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\": [\"task1-2390\", \"task2-2391\", \"task3-2392\", \"task0-2389\", \"task4-2393\", \"task5-2394\", \"sh-2395\", \"sh-2398\", \"sh-2400\", \"sh-2396\", \"sudo-2399\", \"sudo-2396\", \"sudo-2401\", \"shutils-2397\", \"sh-2067\", \"sh-2388\", \"sudo-2395\", \"sudo-2398\", \"sudo-2385\", \"shutils-2396\", \"rt-app-2388\", \"sshd-2064\", \"syslogd-1412\", \"jbd2/sda2-8-1197\", \"rt-app-2394\", \"khugepaged-407\", \"ksoftirqd/3-29\", \"rpcbind-1391\", \"rt-app-2389\", \"init-1\", \"kworker/4:1-777\", \"ksoftirqd/4-35\", \"ksoftirqd/5-41\", \"usb-storage-1169\", \"kworker/5:1-1007\", \"kworker/0:1-562\", \"kworker/u12:2-2112\", \"kworker/3:1-448\", \"kworker/u12:1-46\", \"rcu_preempt-7\", \"ksoftirqd/0-3\", \"kworker/2:1-1008\", \"sudo-2400\", \"kworker/1:1-1006\", \"rt-app-2392\", \"watchdog/0-12\", \"watchdog/1-15\", \"rt-app-2391\", \"kworker/3:1H-1260\", \"kworker/4:1H-1196\", \"rt-app-2390\", \"rt-app-2393\", \"watchdog/3-27\", \"watchdog/4-33\", \"kworker/5:1H-1251\", \"watchdog/5-39\", \"watchdog/2-21\"], \"stride\": false, \"showSummary\": true, \"xDomain\": [0.00067699999999604188, 11.69919700000014], \"data\": {\"init-1\": {\"1\": [[1.9532639999999901, 1.9532960000001367], [6.958417000000054, 6.9584600000000592]]}, \"watchdog/4-33\": {\"4\": [[2.381268000000091, 2.3812780000000657], [6.3812669999999798, 6.381275000000187], [10.381339000000025, 10.381348000000116]]}, \"task5-2394\": {\"1\": [[0.42543399999999565, 0.43326600000000326], [0.43327500000009422, 0.44126400000004651], [0.44127600000001621, 0.44926299999997354], [0.44927000000006956, 0.45327100000008613], [0.45327800000018215, 0.49993100000006052], 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5.4412630000001627], [5.4412720000000263, 5.9412830000001122], [5.9412970000000769, 6.3252630000001773], [6.325268000000051, 6.6699069999999665]], \"3\": [[0.54126400000018293, 0.55326400000012654], [0.56526400000007015, 0.57726400000001377], [0.58926400000018475, 0.60126400000012836], [0.61326400000007197, 0.62526400000001559], [0.63726500000007036, 0.64926400000013018], [0.66126600000006874, 0.67327500000010332], [0.68526399999996102, 0.72926400000005742], [0.74126400000000103, 0.75326400000017202], [0.76526400000011563, 0.77726400000005924], [0.78926400000000285, 0.80127100000004248], [0.81326400000011745, 0.82526400000006106], [0.83726400000000467, 0.84926400000017566], [0.86126400000011927, 0.87326400000006288], [0.88526400000000649, 0.92927299999996649], [0.94126400000004651, 0.94930900000008478], [0.94933700000001409, 0.96126400000002832], [0.97326500000008309, 0.98526400000014291], [1.0212639999999737, 1.0332640000001447], [1.0452640000000883, 1.057264000000032], 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| " }); /* TRAPPY_PUBLISH_REMOVE_LINE */\n", |
| " </script>\n", |
| " </div>" |
| ], |
| "text/plain": [ |
| "<IPython.core.display.HTML object>" |
| ] |
| }, |
| "metadata": {}, |
| "output_type": "display_data" |
| } |
| ], |
| "source": [ |
| "# Check tasks was not running on ISOLATED CPUs\n", |
| "trappy.plotter.plot_trace(trace)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 28, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "name": "stdout", |
| "output_type": "stream", |
| "text": [ |
| "{\n", |
| " \"2389\": {\n", |
| " \"residency\": 0.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2390\": {\n", |
| " \"residency\": 0.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2391\": {\n", |
| " \"residency\": 0.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2392\": {\n", |
| " \"residency\": 0.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2393\": {\n", |
| " \"residency\": 0.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }, \n", |
| " \"2394\": {\n", |
| " \"residency\": 0.0, \n", |
| " \"task_name\": \"rt-app\"\n", |
| " }\n", |
| "}\n" |
| ] |
| } |
| ], |
| "source": [ |
| "# Compute and visualize tasks residencies on ISOLATED CPUs\n", |
| "s = SchedMultiAssert(trappy.FTrace(trace), te.topology, execnames=tasks.keys())\n", |
| "residencies = s.getResidency('cpu', [0], percent=True)\n", |
| "print json.dumps(residencies, indent=4)" |
| ] |
| }, |
| { |
| "cell_type": "code", |
| "execution_count": 29, |
| "metadata": { |
| "collapsed": false |
| }, |
| "outputs": [ |
| { |
| "data": { |
| "text/plain": [ |
| "True" |
| ] |
| }, |
| "execution_count": 29, |
| "metadata": {}, |
| "output_type": "execute_result" |
| } |
| ], |
| "source": [ |
| "# Assert that ISOLATED CPUs was not running workload tasks\n", |
| "s.assertResidency('cpu', [0], 0.0, operator.eq, percent=True, rank=len(residencies))" |
| ] |
| } |
| ], |
| "metadata": { |
| "kernelspec": { |
| "display_name": "Python 2", |
| "language": "python", |
| "name": "python2" |
| }, |
| "language_info": { |
| "codemirror_mode": { |
| "name": "ipython", |
| "version": 2 |
| }, |
| "file_extension": ".py", |
| "mimetype": "text/x-python", |
| "name": "python", |
| "nbconvert_exporter": "python", |
| "pygments_lexer": "ipython2", |
| "version": "2.7.12" |
| }, |
| "toc": { |
| "toc_cell": false, |
| "toc_number_sections": true, |
| "toc_threshold": 6, |
| "toc_window_display": false |
| } |
| }, |
| "nbformat": 4, |
| "nbformat_minor": 0 |
| } |