1{ 2 "metadata": { 3 "kernelspec": { 4 "display_name": "Python 2", 5 "language": "python", 6 "name": "python2" 7 }, 8 "language_info": { 9 "codemirror_mode": { 10 "name": "ipython", 11 "version": 2 12 }, 13 "file_extension": ".py", 14 "mimetype": "text/x-python", 15 "name": "python", 16 "nbconvert_exporter": "python", 17 "pygments_lexer": "ipython2", 18 "version": "2.7.9" 19 }, 20 "name": "" 21 }, 22 "nbformat": 3, 23 "nbformat_minor": 0, 24 "worksheets": [ 25 { 26 "cells": [ 27 { 28 "cell_type": "heading", 29 "level": 1, 30 "metadata": {}, 31 "source": [ 32 "Setup" 33 ] 34 }, 35 { 36 "cell_type": "code", 37 "collapsed": false, 38 "input": [ 39 "from trappy.stats.Topology import Topology\n", 40 "from bart.sched.SchedMultiAssert import SchedMultiAssert\n", 41 "from bart.sched.SchedAssert import SchedAssert\n", 42 "import trappy\n", 43 "import os\n", 44 "import operator\n", 45 "import json\n", 46 "\n", 47 "#Define a CPU Topology (for multi-cluster systems)\n", 48 "BIG = [1, 2]\n", 49 "LITTLE = [0, 3, 4, 5]\n", 50 "CLUSTERS = [BIG, LITTLE]\n", 51 "topology = Topology(clusters=CLUSTERS)\n", 52 "\n", 53 "BASE_PATH = \"/Users/kapileshwarsingh/AnalysisRawData/LPC/sched_deadline/\"\n", 54 "\n", 55 "THRESHOLD = 10.0\n", 56 "def between_threshold(a, b):\n", 57 " return abs(((a - b) * 100.0) / b) < THRESHOLD" 58 ], 59 "language": "python", 60 "metadata": {}, 61 "outputs": [], 62 "prompt_number": 3 63 }, 64 { 65 "cell_type": "heading", 66 "level": 1, 67 "metadata": {}, 68 "source": [ 69 "Periodic Yield" 70 ] 71 }, 72 { 73 "cell_type": "markdown", 74 "metadata": {}, 75 "source": [ 76 "The thread periodic_yeild is woken up at 30ms intervals where it calls sched_yield and relinquishes its time-slice.\n", 77 "The expectation is that the task will have a duty cycle < 1% and a period of 30ms.\n", 78 "\n", 79 "There are two threads, and the rank=1 conveys that the condition is true for one of the threads with the name \"periodic_yeild\"\n" 80 ] 81 }, 82 { 83 "cell_type": "code", 84 "collapsed": false, 85 "input": [ 86 "TRACE_FILE = os.path.join(BASE_PATH, \"yield\")\n", 87 "ftrace = trappy.FTrace(TRACE_FILE, \"cpuhog\")\n", 88 "\n", 89 "# Assert Period\n", 90 "s = SchedMultiAssert(ftrace, topology, execnames=\"periodic_yield\")\n", 91 "if s.assertPeriod(30, between_threshold, rank=1):\n", 92 " print \"PASS: Period\"\n", 93 " print json.dumps(s.getPeriod(), indent=3)\n", 94 "\n", 95 "print \"\"\n", 96 " \n", 97 "# Assert DutyCycle \n", 98 "if s.assertDutyCycle(1, operator.lt, window=(0,4), rank=2):\n", 99 " print \"PASS: DutyCycle\"\n", 100 " print json.dumps(s.getDutyCycle(window=(0,4)), indent=3)" 101 ], 102 "language": "python", 103 "metadata": {}, 104 "outputs": [ 105 { 106 "output_type": "stream", 107 "stream": "stdout", 108 "text": [ 109 "PASS: Period\n", 110 "{\n", 111 " \"1844\": {\n", 112 " \"period\": 1.0085000000401578, \n", 113 " \"task_name\": \"periodic_yield\"\n", 114 " }, \n", 115 " \"1845\": {\n", 116 " \"period\": 29.822017857142669, \n", 117 " \"task_name\": \"periodic_yield\"\n", 118 " }\n", 119 "}\n", 120 "\n", 121 "PASS: DutyCycle\n", 122 "{\n", 123 " \"1844\": {\n", 124 " \"task_name\": \"periodic_yield\", \n", 125 " \"dutycycle\": 0.074749999998857675\n", 126 " }, \n", 127 " \"1845\": {\n", 128 " \"task_name\": \"periodic_yield\", \n", 129 " \"dutycycle\": 0.03862499999343072\n", 130 " }\n", 131 "}\n" 132 ] 133 } 134 ], 135 "prompt_number": 10 136 }, 137 { 138 "cell_type": "heading", 139 "level": 1, 140 "metadata": {}, 141 "source": [ 142 "CPU Hog" 143 ] 144 }, 145 { 146 "cell_type": "markdown", 147 "metadata": {}, 148 "source": [ 149 "The reservation of a CPU hogging task is set to 10ms for every 100ms. The assertion ensures a duty cycle of 10%" 150 ] 151 }, 152 { 153 "cell_type": "code", 154 "collapsed": false, 155 "input": [ 156 "TRACE_FILE = os.path.join(BASE_PATH, \"cpuhog\")\n", 157 "ftrace = trappy.FTrace(TRACE_FILE, \"cpuhog\")\n", 158 "s = SchedMultiAssert(ftrace, topology, execnames=\"cpuhog\")\n", 159 "s.plot().view()\n", 160 "\n", 161 "# Assert DutyCycle\n", 162 "if s.assertDutyCycle(10, between_threshold, window=(0, 5), rank=1):\n", 163 " print \"PASS: DutyCycle\"\n", 164 " print json.dumps(s.getDutyCycle(window=(0, 5)), indent=3)" 165 ], 166 "language": "python", 167 "metadata": {}, 168 "outputs": [ 169 { 170 "html": [ 171 "<style>\n", 172 "/*\n", 173 "\n", 174 " * Copyright 2015-2015 ARM Limited\n", 175 "\n", 176 " *\n", 177 "\n", 178 " * Licensed under the Apache License, Version 2.0 (the \"License\");\n", 179 "\n", 180 " * you may not use this file except in compliance with the License.\n", 181 "\n", 182 " * You may obtain a copy of the License at\n", 183 "\n", 184 " *\n", 185 "\n", 186 " * http://www.apache.org/licenses/LICENSE-2.0\n", 187 "\n", 188 " *\n", 189 "\n", 190 " * Unless required by applicable law or agreed to in writing, software\n", 191 "\n", 192 " * distributed under the License is distributed on an \"AS IS\" BASIS,\n", 193 "\n", 194 " * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", 195 "\n", 196 " * See the License for the specific language governing permissions and\n", 197 "\n", 198 " * limitations under the License.\n", 199 "\n", 200 " */\n", 201 "\n", 202 "\n", 203 "\n", 204 ".d3-tip {\n", 205 "\n", 206 " line-height: 1;\n", 207 "\n", 208 " padding: 12px;\n", 209 "\n", 210 " background: rgba(0, 0, 0, 0.6);\n", 211 "\n", 212 " color: #fff;\n", 213 "\n", 214 " border-radius: 2px;\n", 215 "\n", 216 " position: absolute !important;\n", 217 "\n", 218 " z-index: 99999;\n", 219 "\n", 220 "}\n", 221 "\n", 222 "\n", 223 "\n", 224 ".d3-tip:after {\n", 225 "\n", 226 " box-sizing: border-box;\n", 227 "\n", 228 " pointer-events: none;\n", 229 "\n", 230 " display: inline;\n", 231 "\n", 232 " font-size: 10px;\n", 233 "\n", 234 " width: 100%;\n", 235 "\n", 236 " line-height: 1;\n", 237 "\n", 238 " color: rgba(0, 0, 0, 0.6);\n", 239 "\n", 240 " content: \"\\25BC\";\n", 241 "\n", 242 " position: absolute !important;\n", 243 "\n", 244 " z-index: 99999;\n", 245 "\n", 246 " text-align: center;\n", 247 "\n", 248 "}\n", 249 "\n", 250 "\n", 251 "\n", 252 ".d3-tip.n:after {\n", 253 "\n", 254 " margin: -1px 0 0 0;\n", 255 "\n", 256 " top: 100%;\n", 257 "\n", 258 " left: 0;\n", 259 "\n", 260 "}\n", 261 "\n", 262 "\n", 263 "\n", 264 ".chart {\n", 265 "\n", 266 " shape-rendering: crispEdges;\n", 267 "\n", 268 "}\n", 269 "\n", 270 "\n", 271 "\n", 272 ".mini text {\n", 273 "\n", 274 " font: 9px sans-serif;\n", 275 "\n", 276 "}\n", 277 "\n", 278 "\n", 279 "\n", 280 ".main text {\n", 281 "\n", 282 " font: 12px sans-serif;\n", 283 "\n", 284 "}\n", 285 "\n", 286 "\n", 287 "\n", 288 ".axis line, .axis path {\n", 289 "\n", 290 " stroke: black;\n", 291 "\n", 292 "}\n", 293 "\n", 294 "\n", 295 "\n", 296 ".miniItem {\n", 297 "\n", 298 " stroke-width: 8;\n", 299 "\n", 300 "}\n", 301 "\n", 302 "\n", 303 "\n", 304 ".brush .extent {\n", 305 "\n", 306 "\n", 307 "\n", 308 " stroke: #000;\n", 309 "\n", 310 " fill-opacity: .125;\n", 311 "\n", 312 " shape-rendering: crispEdges;\n", 313 "\n", 314 "}\n", 315 "\n", 316 "</style>\n", 317 "<div id=\"fig_41c7653cedde4765ae1f166e75c4fb08\" class=\"eventplot\">\n", 318 " <script>\n", 319 " var req = require.config( {\n", 320 "\n", 321 " paths: {\n", 322 "\n", 323 " \"EventPlot\": \"https://rawgit.com/sinkap/7f89de3e558856b81f10/raw/46144f8f8c5da670c54f826f0c634762107afc66/EventPlot\",\n", 324 " \"d3-tip\": \"http://labratrevenge.com/d3-tip/javascripts/d3.tip.v0.6.3\",\n", 325 " \"d3\": \"http://d3js.org/d3.v3.min\"\n", 326 " },\n", 327 " shim: {\n", 328 " \"d3-tip\": [\"d3\"],\n", 329 " \"EventPlot\": {\n", 330 "\n", 331 " \"deps\": [\"d3-tip\", \"d3\" ],\n", 332 " \"exports\": \"EventPlot\"\n", 333 " }\n", 334 " }\n", 335 " });\n", 336 " req([\"require\", \"EventPlot\"], function() {\n", 337 " EventPlot.generate('fig_41c7653cedde4765ae1f166e75c4fb08', 'https://rawgit.com/sinkap/e9bc2394cf322f4dad0d/raw/014fae226c847a467fba541fbc390e18acea127b/fig_41c7653cedde4765ae1f166e75c4fb08.json');\n", 338 " });\n", 339 " </script>\n", 340 " </div>" 341 ], 342 "metadata": {}, 343 "output_type": "display_data", 344 "text": [ 345 "<IPython.core.display.HTML object>" 346 ] 347 }, 348 { 349 "output_type": "stream", 350 "stream": "stdout", 351 "text": [ 352 "PASS: DutyCycle\n", 353 "{\n", 354 " \"1852\": {\n", 355 " \"task_name\": \"cpuhog\", \n", 356 " \"dutycycle\": 10.050119999991693\n", 357 " }\n", 358 "}\n" 359 ] 360 } 361 ], 362 "prompt_number": 11 363 }, 364 { 365 "cell_type": "heading", 366 "level": 1, 367 "metadata": {}, 368 "source": [ 369 "Changing Reservations" 370 ] 371 }, 372 { 373 "cell_type": "markdown", 374 "metadata": {}, 375 "source": [ 376 "A CPU hogging task has reservations set in the increasing order starting from 10% followed by a 2s period of normal execution" 377 ] 378 }, 379 { 380 "cell_type": "code", 381 "collapsed": false, 382 "input": [ 383 "TRACE_FILE = os.path.join(BASE_PATH, \"cancel_dl_timer\")\n", 384 "ftrace = trappy.FTrace(TRACE_FILE, \"cpuhog\")\n", 385 "s = SchedAssert(ftrace, topology, execname=\"cpuhog\")\n", 386 "s.plot().view()\n", 387 "\n", 388 "NUM_PHASES = 10\n", 389 "PHASE_DURATION = 2\n", 390 "start = s.getStartTime()\n", 391 "DUTY_CYCLE_FACTOR = 10\n", 392 "\n", 393 "\n", 394 "for phase in range(NUM_PHASES + 1):\n", 395 " window = (start + (phase * PHASE_DURATION),\n", 396 " start + ((phase + 1) * PHASE_DURATION))\n", 397 " \n", 398 " if phase % 2 == 0:\n", 399 " DUTY_CYCLE = (phase + 2) * DUTY_CYCLE_FACTOR / 2\n", 400 " else:\n", 401 " DUTY_CYCLE = 100\n", 402 "\n", 403 "\n", 404 " print \"WINDOW -> [{:.2f}, {:.2f}]\".format(window[0],\n", 405 " window[1])\n", 406 " \n", 407 " \n", 408 " \n", 409 " if s.assertDutyCycle(DUTY_CYCLE, between_threshold, window=window):\n", 410 " print \"PASS: Expected={} Actual={:.2f} THRESHOLD={}\".format(DUTY_CYCLE,\n", 411 " s.getDutyCycle(window=window),\n", 412 " THRESHOLD)\n", 413 " else:\n", 414 " print \"FAIL: Expected={} Actual={:.2f} THRESHOLD={}\".format(DUTY_CYCLE,\n", 415 " s.getDutyCycle(window=window),\n", 416 " THRESHOLD)\n", 417 " \n", 418 " print \"\"" 419 ], 420 "language": "python", 421 "metadata": {}, 422 "outputs": [ 423 { 424 "html": [ 425 "<style>\n", 426 "/*\n", 427 "\n", 428 " * Copyright 2015-2015 ARM Limited\n", 429 "\n", 430 " *\n", 431 "\n", 432 " * Licensed under the Apache License, Version 2.0 (the \"License\");\n", 433 "\n", 434 " * you may not use this file except in compliance with the License.\n", 435 "\n", 436 " * You may obtain a copy of the License at\n", 437 "\n", 438 " *\n", 439 "\n", 440 " * http://www.apache.org/licenses/LICENSE-2.0\n", 441 "\n", 442 " *\n", 443 "\n", 444 " * Unless required by applicable law or agreed to in writing, software\n", 445 "\n", 446 " * distributed under the License is distributed on an \"AS IS\" BASIS,\n", 447 "\n", 448 " * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", 449 "\n", 450 " * See the License for the specific language governing permissions and\n", 451 "\n", 452 " * limitations under the License.\n", 453 "\n", 454 " */\n", 455 "\n", 456 "\n", 457 "\n", 458 ".d3-tip {\n", 459 "\n", 460 " line-height: 1;\n", 461 "\n", 462 " padding: 12px;\n", 463 "\n", 464 " background: rgba(0, 0, 0, 0.6);\n", 465 "\n", 466 " color: #fff;\n", 467 "\n", 468 " border-radius: 2px;\n", 469 "\n", 470 " position: absolute !important;\n", 471 "\n", 472 " z-index: 99999;\n", 473 "\n", 474 "}\n", 475 "\n", 476 "\n", 477 "\n", 478 ".d3-tip:after {\n", 479 "\n", 480 " box-sizing: border-box;\n", 481 "\n", 482 " pointer-events: none;\n", 483 "\n", 484 " display: inline;\n", 485 "\n", 486 " font-size: 10px;\n", 487 "\n", 488 " width: 100%;\n", 489 "\n", 490 " line-height: 1;\n", 491 "\n", 492 " color: rgba(0, 0, 0, 0.6);\n", 493 "\n", 494 " content: \"\\25BC\";\n", 495 "\n", 496 " position: absolute !important;\n", 497 "\n", 498 " z-index: 99999;\n", 499 "\n", 500 " text-align: center;\n", 501 "\n", 502 "}\n", 503 "\n", 504 "\n", 505 "\n", 506 ".d3-tip.n:after {\n", 507 "\n", 508 " margin: -1px 0 0 0;\n", 509 "\n", 510 " top: 100%;\n", 511 "\n", 512 " left: 0;\n", 513 "\n", 514 "}\n", 515 "\n", 516 "\n", 517 "\n", 518 ".chart {\n", 519 "\n", 520 " shape-rendering: crispEdges;\n", 521 "\n", 522 "}\n", 523 "\n", 524 "\n", 525 "\n", 526 ".mini text {\n", 527 "\n", 528 " font: 9px sans-serif;\n", 529 "\n", 530 "}\n", 531 "\n", 532 "\n", 533 "\n", 534 ".main text {\n", 535 "\n", 536 " font: 12px sans-serif;\n", 537 "\n", 538 "}\n", 539 "\n", 540 "\n", 541 "\n", 542 ".axis line, .axis path {\n", 543 "\n", 544 " stroke: black;\n", 545 "\n", 546 "}\n", 547 "\n", 548 "\n", 549 "\n", 550 ".miniItem {\n", 551 "\n", 552 " stroke-width: 8;\n", 553 "\n", 554 "}\n", 555 "\n", 556 "\n", 557 "\n", 558 ".brush .extent {\n", 559 "\n", 560 "\n", 561 "\n", 562 " stroke: #000;\n", 563 "\n", 564 " fill-opacity: .125;\n", 565 "\n", 566 " shape-rendering: crispEdges;\n", 567 "\n", 568 "}\n", 569 "\n", 570 "</style>\n", 571 "<div id=\"fig_421afa8cc8234df49030c900b680220b\" class=\"eventplot\">\n", 572 " <script>\n", 573 " var req = require.config( {\n", 574 "\n", 575 " paths: {\n", 576 "\n", 577 " \"EventPlot\": \"https://rawgit.com/sinkap/7f89de3e558856b81f10/raw/46144f8f8c5da670c54f826f0c634762107afc66/EventPlot\",\n", 578 " \"d3-tip\": \"http://labratrevenge.com/d3-tip/javascripts/d3.tip.v0.6.3\",\n", 579 " \"d3\": \"http://d3js.org/d3.v3.min\"\n", 580 " },\n", 581 " shim: {\n", 582 " \"d3-tip\": [\"d3\"],\n", 583 " \"EventPlot\": {\n", 584 "\n", 585 " \"deps\": [\"d3-tip\", \"d3\" ],\n", 586 " \"exports\": \"EventPlot\"\n", 587 " }\n", 588 " }\n", 589 " });\n", 590 " req([\"require\", \"EventPlot\"], function() {\n", 591 " EventPlot.generate('fig_421afa8cc8234df49030c900b680220b', 'https://rawgit.com/sinkap/a207675f6483aa0b9342/raw/825717935112f36fe996b77093c0c71d3871fee4/fig_421afa8cc8234df49030c900b680220b.json');\n", 592 " });\n", 593 " </script>\n", 594 " </div>" 595 ], 596 "metadata": {}, 597 "output_type": "display_data", 598 "text": [ 599 "<IPython.core.display.HTML object>" 600 ] 601 }, 602 { 603 "output_type": "stream", 604 "stream": "stdout", 605 "text": [ 606 "WINDOW -> [0.00, 2.00]\n", 607 "PASS: Expected=10 Actual=10.38 THRESHOLD=10.0\n", 608 "\n", 609 "WINDOW -> [2.00, 4.00]\n", 610 "PASS: Expected=100 Actual=99.60 THRESHOLD=10.0\n", 611 "\n", 612 "WINDOW -> [4.00, 6.00]\n", 613 "PASS: Expected=20 Actual=21.06 THRESHOLD=10.0\n", 614 "\n", 615 "WINDOW -> [6.00, 8.00]\n", 616 "PASS: Expected=100 Actual=95.69 THRESHOLD=10.0\n", 617 "\n", 618 "WINDOW -> [8.00, 10.00]\n", 619 "PASS: Expected=30 Actual=31.78 THRESHOLD=10.0\n", 620 "\n", 621 "WINDOW -> [10.00, 12.00]\n", 622 "PASS: Expected=100 Actual=98.23 THRESHOLD=10.0\n", 623 "\n", 624 "WINDOW -> [12.00, 14.00]\n", 625 "PASS: Expected=40 Actual=40.74 THRESHOLD=10.0\n", 626 "\n", 627 "WINDOW -> [14.00, 16.00]\n", 628 "PASS: Expected=100 Actual=97.58 THRESHOLD=10.0\n", 629 "\n", 630 "WINDOW -> [16.00, 18.00]\n", 631 "PASS: Expected=50 Actual=52.51 THRESHOLD=10.0\n", 632 "\n", 633 "WINDOW -> [18.00, 20.00]\n", 634 "PASS: Expected=100 Actual=96.38 THRESHOLD=10.0\n", 635 "\n", 636 "WINDOW -> [20.00, 22.00]\n", 637 "PASS: Expected=60 Actual=60.71 THRESHOLD=10.0\n", 638 "\n" 639 ] 640 } 641 ], 642 "prompt_number": 4 643 } 644 ], 645 "metadata": {} 646 } 647 ] 648}