stats.py revision 1309:7daf185ddae8
1#!/usr/bin/env python 2from __future__ import division 3import re, sys 4 5def usage(): 6 print '''\ 7Usage: %s [-E] [-F] [-d <db> ] [-g <get> ] [-h <host>] [-p] 8 [-s <system>] [-r <runs> ] [-u <username>] <command> [command args] 9''' % sys.argv[0] 10 sys.exit(1) 11 12def getopts(list, flags): 13 import getopt 14 try: 15 opts, args = getopt.getopt(list, flags) 16 except getopt.GetoptError: 17 usage() 18 19 return opts, args 20 21def printval(name, value, invert = False): 22 if invert and value != 0.0: 23 value = 1 / value 24 25 if value == (1e300*1e300): 26 return 27 28 if printval.mode == 'G': 29 print '%s: %g' % (name, value) 30 elif printval.mode != 'F' and value > 1e6: 31 print '%s: %0.5e' % (name, value) 32 else: 33 print '%s: %f' % (name, value) 34 35printval.mode = 'G' 36 37def unique(list): 38 set = {} 39 map(set.__setitem__, list, []) 40 return set.keys() 41 42def graphdata68(runs, options, tag, label, value): 43 import info 44 configs = ['ste', 'hte', 'htd', 'ocm', 'occ', 'ocp' ] 45 benchmarks = [ 'm', 's', 'snt', 'nb1', 'w1', 'w2', 'w3', 'w4', 'nm', 'ns', 'nw1', 'nw2', 'nw3' ] 46 dmas = [ 'x' ] 47 caches = [ '2', '4' ] 48 49 names = [] 50 51 bench_system = { 52 'm' : 'client', 53 's' : 'client', 54 'snt' : 'client', 55 'nb1' : 'server', 56 'nb2' : 'server', 57 'nt1' : 'server', 58 'nt2' : 'server', 59 'w1' : 'server', 60 'w2' : 'server', 61 'w3' : 'server', 62 'w4' : 'server', 63 'w1s' : 'server', 64 'w2s' : 'server', 65 'w3s' : 'server', 66 'ns' : 'natbox', 67 'nm' : 'natbox', 68 'nw1' : 'natbox', 69 'nw2' : 'natbox', 70 'nw3' : 'natbox' 71 } 72 73 for bench in benchmarks: 74 if bench_system[bench] != options.system: 75 continue 76 77 for dma in dmas: 78 for cache in caches: 79 names.append([bench, dma, cache]) 80 81 for bench,dma,cache in names: 82 base = '%s.%s.%s' % (bench, dma, cache) 83 fname = 'data/%s.%s.68.dat' % (tag, base) 84 f = open(fname, 'w') 85 print >>f, '#set TITLE = ' 86 print >>f, '#set ylbl = %s' % label 87 #print >>f, '#set sublabels = %s' % ' '.join(configs) 88 print >>f, '#set sublabels = ste hte htd ocm occ ocs' 89 90 for speed,freq in zip(['s', '6', '8', 'q'],['4GHz', '6GHz','8GHz', '10GHz']): 91 print >>f, '"%s"' % freq, 92 for conf in configs: 93 name = '%s.%s.%s.%s.%s' % (conf, bench, dma, cache, speed) 94 run = info.source.allRunNames[name] 95 info.display_run = run.run; 96 val = float(value) 97 if val == 1e300*1e300: 98 print >>f, 0.0, 99 else: 100 print >>f, "%f" % val, 101 print >>f 102 f.close() 103 104def graphdata(runs, options, tag, label, value): 105 if options.graph68: 106 graphdata68(runs, options, tag, label, value) 107 return 108 109 import info 110 configs = ['ste', 'hte', 'htd', 'ocm', 'occ', 'ocp' ] 111 #benchmarks = [ 'm', 's', 'nb1', 'nb2', 'nt1', 'nt2', 'w1', 'w2', 'w3', 'w4', 'ns', 'nm', 'nw1', 'nw2', 'nw3' ] 112 #benchmarks = [ 'm', 's', 'nb1', 'nb2', 'nt1', 'w1', 'w2', 'w3', 'ns', 'nm', 'w1s' ] 113 benchmarks = [ 'm', 's', 'nb1', 'nb2', 'w1', 'w2', 'w3', 'w4', 'ns', 'nm', 'nw1', 'snt' ] 114 #dmas = [ 'x', 'd', 'b' ] 115 dmas = [ 'x' ] 116 caches = [ '2', '4' ] 117 118 names = [] 119 120 bench_system = { 121 'm' : 'client', 122 's' : 'client', 123 'snt' : 'client', 124 'nb1' : 'server', 125 'nb2' : 'server', 126 'nt1' : 'server', 127 'nt2' : 'server', 128 'w1' : 'server', 129 'w2' : 'server', 130 'w3' : 'server', 131 'w4' : 'server', 132 'w1s' : 'server', 133 'w2s' : 'server', 134 'w3s' : 'server', 135 'ns' : 'natbox', 136 'nm' : 'natbox', 137 'nw1' : 'natbox', 138 'nw2' : 'natbox', 139 'nw3' : 'natbox' 140 } 141 142 for bench in benchmarks: 143 if bench_system[bench] != options.system: 144 continue 145 146 for dma in dmas: 147 for cache in caches: 148 names.append([bench, dma, cache]) 149 150 for bench,dma,cache in names: 151 base = '%s.%s.%s' % (bench, dma, cache) 152 fname = 'data/%s.%s.dat' % (tag, base) 153 f = open(fname, 'w') 154 print >>f, '#set TITLE = ' 155 print >>f, '#set ylbl = %s' % label 156 #print >>f, '#set sublabels = %s' % ' '.join(configs) 157 print >>f, '#set sublabels = ste hte htd ocm occ ocs' 158 159 for speed,freq in zip(['s', 'q'],['4GHz','10GHz']): 160 print >>f, '"%s"' % freq, 161 for conf in configs: 162 name = '%s.%s.%s.%s.%s' % (conf, bench, dma, cache, speed) 163 run = info.source.allRunNames[name] 164 info.display_run = run.run; 165 val = float(value) 166 if val == 1e300*1e300: 167 print >>f, 0.0, 168 else: 169 print >>f, "%f" % val, 170 print >>f 171 f.close() 172 173def printdata(runs, value, invert = False): 174 import info 175 for run in runs: 176 info.display_run = run.run; 177 val = float(value) 178 printval(run.name, val) 179 180class CommandException(Exception): 181 pass 182 183def commands(options, command, args): 184 if command == 'database': 185 if len(args) == 0: raise CommandException 186 187 import dbinit 188 mydb = dbinit.MyDB(options) 189 190 if args[0] == 'drop': 191 if len(args) > 2: raise CommandException 192 mydb.admin() 193 mydb.drop() 194 if len(args) == 2 and args[1] == 'init': 195 mydb.create() 196 mydb.connect() 197 mydb.populate() 198 mydb.close() 199 return 200 201 if args[0] == 'init': 202 if len(args) > 1: raise CommandException 203 mydb.admin() 204 mydb.create() 205 mydb.connect() 206 mydb.populate() 207 mydb.close() 208 return 209 210 if args[0] == 'clean': 211 if len(args) > 1: raise CommandException 212 mydb.connect() 213 mydb.clean() 214 return 215 216 raise CommandException 217 218 import db, info 219 info.source = db.Database() 220 info.source.host = options.host 221 info.source.db = options.db 222 info.source.passwd = options.passwd 223 info.source.user = options.user 224 info.source.connect() 225 info.source.update_dict(globals()) 226 227 if type(options.get) is str: 228 info.source.get = options.get 229 230 if options.runs is None: 231 runs = info.source.allRuns 232 else: 233 rx = re.compile(options.runs) 234 runs = [] 235 for run in info.source.allRuns: 236 if rx.match(run.name): 237 runs.append(run) 238 239 info.display_run = runs[0].run 240 241 if command == 'runs': 242 user = None 243 opts, args = getopts(args, '-u') 244 if len(args): 245 raise CommandException 246 for o,a in opts: 247 if o == '-u': 248 user = a 249 info.source.listRuns(user) 250 return 251 252 if command == 'stability': 253 stats = info.source.getStat(args[0]) 254 info.source.get = "avg" 255 256 #loop through all the stats selected 257 for stat in stats: 258 avg = float(stat) 259 260 #loop through all the selected runs 261 for run in runs: 262 info.display_run = run.run; 263 #print run.name 264 #print avg 265 runTicks = info.source.retTicks([ run ]) 266 #throw away the first one, it's 0 267 runTicks.pop(0) 268 269 #loop through all the various ticks for each run 270 for tick in runTicks: 271 stat.ticks = str(tick) 272 val = float(stat) 273 if (val < (avg * .9)) or (val > (avg * 1.1)): 274 print '%s:%s is %f, which is more than 10%% of the'\ 275 'mean %f' % (run.name, stat.name, stat, avg) 276 277 278 279 280 return 281 282 283 if command == 'stats': 284 if len(args) == 0: 285 info.source.listStats() 286 elif len(args) == 1: 287 info.source.listStats(args[0]) 288 else: 289 raise CommandException 290 291 return 292 293 if command == 'stat': 294 if len(args) != 1: 295 raise CommandException 296 297 stats = info.source.getStat(args[0]) 298 for stat in stats: 299 if options.graph: 300 graphdata(runs, options, stat.name, stat.name, stat) 301 else: 302 if options.ticks: 303 print 'only displaying sample %s' % options.ticks 304 stat.ticks = options.ticks 305 306 if options.binned: 307 print 'kernel ticks' 308 stat.bins = 'kernel' 309 printdata(runs, stat) 310 311 print 'idle ticks' 312 stat.bins = 'idle' 313 printdata(runs, stat) 314 315 print 'user ticks' 316 stat.bins = 'user' 317 printdata(runs, stat) 318 319 print 'interrupt ticks' 320 stat.bins = 'interrupt' 321 printdata(runs, stat) 322 323 print 'total ticks' 324 325 stat.bins = None 326 print stat.name 327 printdata(runs, stat) 328 return 329 330 if command == 'formula': 331 if len(args) != 1: 332 raise CommandException 333 334 stats = eval(args[0]) 335 for stat in stats: 336 if options.graph: 337 graphdata(runs, options, stat.name, stat.name, stat) 338 else: 339 if options.binned: 340 print 'kernel ticks' 341 stat.bins = 'kernel' 342 printdata(runs, stat) 343 344 print 'idle ticks' 345 stat.bins = 'idle' 346 printdata(runs, stat) 347 348 print 'user ticks' 349 stat.bins = 'user' 350 printdata(runs, stat) 351 352 print 'interrupt ticks' 353 stat.bins = 'interrupt' 354 printdata(runs, stat) 355 356 print 'total ticks' 357 358 stat.bins = None 359 print args[0] 360 printdata(runs, stat) 361 return 362 363 if command == 'bins': 364 if len(args) == 0: 365 info.source.listBins() 366 elif len(args) == 1: 367 info.source.listBins(args[0]) 368 else: 369 raise CommandException 370 371 return 372 373 if command == 'formulas': 374 if len(args) == 0: 375 info.source.listFormulas() 376 elif len(args) == 1: 377 info.source.listFormulas(args[0]) 378 else: 379 raise CommandException 380 381 return 382 383 if command == 'samples': 384 if len(args): 385 raise CommandException 386 387 info.source.listTicks(runs) 388 return 389 390 if len(args): 391 raise CommandException 392 393 system = info.source.__dict__[options.system] 394 395 if command == 'usertime': 396 import copy 397 kernel = copy.copy(system.full_cpu.numCycles) 398 kernel.bins = 'kernel' 399 400 user = copy.copy(system.full_cpu.numCycles) 401 user.bins = 'user' 402 403 if options.graph: 404 graphdata(runs, options, 'usertime', 'User Fraction', 405 user / system.full_cpu.numCycles) 406 else: 407 printdata(runs, user / system.full_cpu.numCycles) 408 return 409 410 if command == 'ticks': 411 if options.binned: 412 print 'kernel ticks' 413 system.full_cpu.numCycles.bins = 'kernel' 414 printdata(runs, system.full_cpu.numCycles) 415 416 print 'idle ticks' 417 system.full_cpu.numCycles.bins = 'idle' 418 printdata(runs, system.full_cpu.numCycles) 419 420 print 'user ticks' 421 system.full_cpu.numCycles.bins = 'user' 422 printdata(runs, system.full_cpu.numCycles) 423 424 print 'total ticks' 425 426 system.full_cpu.numCycles.bins = None 427 printdata(runs, system.full_cpu.numCycles) 428 return 429 430 if command == 'packets': 431 packets = system.tsunami.etherdev.rxPackets 432 if options.graph: 433 graphdata(runs, options, 'packets', 'Packets', packets) 434 else: 435 printdata(runs, packets) 436 return 437 438 if command == 'ppt' or command == 'tpp': 439 ppt = system.tsunami.etherdev.rxPackets / sim_ticks 440 printdata(runs, ppt, command == 'tpp') 441 return 442 443 if command == 'pps': 444 pps = system.tsunami.etherdev.rxPackets / sim_seconds 445 if options.graph: 446 graphdata(runs, options, 'pps', 'Packets/s', pps) 447 else: 448 printdata(runs, pps) 449 return 450 451 if command == 'bpt' or command == 'tpb': 452 bytes = system.tsunami.etherdev.rxBytes + system.tsunami.etherdev.txBytes 453 bpt = bytes / sim_ticks * 8 454 if options.graph: 455 graphdata(runs, options, 'bpt', 'bps / Hz', bpt) 456 else: 457 printdata(runs, bpt, command == 'tpb') 458 return 459 460 if command == 'bptb' or command == 'tpbb': 461 bytes = system.tsunami.etherdev.rxBytes + system.tsunami.etherdev.txBytes 462 463 print 'kernel stats' 464 bytes.bins = 'kernel' 465 printdata(runs, bytes / ticks) 466 467 print 'idle stats' 468 bytes.bins = 'idle' 469 printdata(runs, bytes / ticks) 470 471 print 'user stats' 472 bytes.bins = 'user' 473 printdata(runs, bytes / ticks) 474 475 return 476 477 if command == 'bytes': 478 stat = system.tsunami.etherdev.rxBytes + system.tsunami.etherdev.txBytes 479 480 if options.binned: 481 print '%s kernel stats' % stat.name 482 stat.bins = 'kernel' 483 printdata(runs, stat) 484 485 print '%s idle stats' % stat.name 486 stat.bins = 'idle' 487 printdata(runs, stat) 488 489 print '%s user stats' % stat.name 490 stat.bins = 'user' 491 printdata(runs, stat) 492 493 print '%s total stats' % stat.name 494 stat.bins = None 495 496 printdata(runs, stat) 497 return 498 499 if command == 'rxbps': 500 gbps = system.tsunami.etherdev.rxBandwidth / 1e9 501 if options.graph: 502 graphdata(runs, options, 'rxbps', 'Bandwidth (Gbps)', gbps) 503 else: 504 printdata(runs, gbps) 505 return 506 507 if command == 'txbps': 508 gbps = system.tsunami.etherdev.txBandwidth / 1e9 509 if options.graph: 510 graphdata(runs, options, 'txbps', 'Bandwidth (Gbps)', gbps) 511 else: 512 printdata(runs, gbps) 513 return 514 515 if command == 'bps': 516 rxbps = system.tsunami.etherdev.rxBandwidth 517 txbps = system.tsunami.etherdev.txBandwidth 518 gbps = (rxbps + txbps) / 1e9 519 if options.graph: 520 graphdata(runs, options, 'bps', 'Bandwidth (Gbps)', gbps) 521 else: 522 printdata(runs, gbps) 523 return 524 525 if command == 'misses': 526 stat = system.L2.overall_mshr_misses 527 if options.binned: 528 print '%s kernel stats' % stat.name 529 stat.bins = 'kernel' 530 printdata(runs, stat) 531 532 print '%s idle stats' % stat.name 533 stat.bins = 'idle' 534 printdata(runs, stat) 535 536 print '%s user stats' % stat.name 537 stat.bins = 'user' 538 printdata(runs, stat) 539 540 print '%s total stats' % stat.name 541 542 stat.bins = None 543 if options.graph: 544 graphdata(runs, options, 'misses', 'Overall MSHR Misses', stat) 545 else: 546 printdata(runs, stat) 547 return 548 549 if command == 'mpkb': 550 misses = system.L2.overall_mshr_misses 551 rxbytes = system.tsunami.etherdev.rxBytes 552 txbytes = system.tsunami.etherdev.txBytes 553 554 if options.binned: 555 print 'mpkb kernel stats' 556 misses.bins = 'kernel' 557 mpkb = misses / ((rxbytes + txbytes) / 1024) 558 printdata(runs, mpkb) 559 560 print 'mpkb idle stats' 561 misses.bins = 'idle' 562 mpkb = misses / ((rxbytes + txbytes) / 1024) 563 printdata(runs, mpkb) 564 565 print 'mpkb user stats' 566 misses.bins = 'user' 567 mpkb = misses / ((rxbytes + txbytes) / 1024) 568 printdata(runs, mpkb) 569 570 print 'mpkb total stats' 571 572 mpkb = misses / ((rxbytes + txbytes) / 1024) 573 misses.bins = None 574 if options.graph: 575 graphdata(runs, options, 'mpkb', 'Misses / KB', mpkb) 576 else: 577 printdata(runs, mpkb) 578 return 579 580 if command == 'ipkb': 581 interrupts = system.full_cpu.kern.faults[4] 582 rxbytes = system.tsunami.etherdev.rxBytes 583 txbytes = system.tsunami.etherdev.txBytes 584 585 if options.binned: 586 print 'ipkb kernel stats' 587 interrupts.bins = 'kernel' 588 ipkb = interrupts / ((rxbytes + txbytes) / 1024) 589 printdata(runs, ipkb) 590 591 print 'ipkb idle stats' 592 interrupts.bins = 'idle' 593 ipkb = interrupts / ((rxbytes + txbytes) / 1024) 594 printdata(runs, ipkb) 595 596 print 'ipkb user stats' 597 interrupts.bins = 'user' 598 ipkb = interrupts / ((rxbytes + txbytes) / 1024) 599 printdata(runs, ipkb) 600 601 print 'ipkb total stats' 602 603 ipkb = interrupts / ((rxbytes + txbytes) / 1024) 604 interrupts.bins = None 605 if options.graph: 606 graphdata(runs, options, 'ipkb', 'Interrupts / KB', ipkb) 607 else: 608 printdata(runs, ipkb) 609 return 610 611 if command == 'execute': 612 printdata(runs, system.full_cpu.ISSUE__count) 613 return 614 615 if command == 'commit': 616 printdata(runs, system.full_cpu.COM__count) 617 return 618 619 if command == 'fetch': 620 printdata(runs, system.full_cpu.FETCH__count) 621 return 622 623 if command == 'bpp': 624 ed = system.tsunami.etherdev 625 bpp = (ed.rxBytes + ed.txBytes) / (ed.rxPackets + ed.txPackets) 626 if options.graph: 627 graphdata(runs, options, 'bpp', 'Bytes / Packet', bpp) 628 else: 629 printdata(runs, bpp) 630 return 631 632 if command == 'rxbpp': 633 bpp = system.tsunami.etherdev.rxBytes / system.tsunami.etherdev.rxPackets 634 if options.graph: 635 graphdata(runs, options, 'rxbpp', 'Receive Bytes / Packet', bpp) 636 else: 637 printdata(runs, bpp) 638 return 639 640 if command == 'txbpp': 641 bpp = system.tsunami.etherdev.txBytes / system.tsunami.etherdev.txPackets 642 if options.graph: 643 graphdata(runs, options, 'txbpp', 'Transmit Bytes / Packet', bpp) 644 else: 645 printdata(runs, bpp) 646 return 647 648 if command == 'rtp': 649 rtp = system.tsunami.etherdev.rxPackets / system.tsunami.etherdev.txPackets 650 if options.graph: 651 graphdata(runs, options, 'rtp', 'rxPackets / txPackets', rtp) 652 else: 653 printdata(runs, rtp) 654 return 655 656 if command == 'rtb': 657 rtb = system.tsunami.etherdev.rxBytes / system.tsunami.etherdev.txBytes 658 if options.graph: 659 graphdata(runs, options, 'rtb', 'rxBytes / txBytes', rtb) 660 else: 661 printdata(runs, rtb) 662 return 663 664 raise CommandException 665 666 667class Options: pass 668 669if __name__ == '__main__': 670 import getpass 671 672 options = Options() 673 options.host = 'zizzer.pool' 674 options.db = None 675 options.passwd = '' 676 options.user = getpass.getuser() 677 options.runs = None 678 options.system = 'client' 679 options.get = None 680 options.binned = False 681 options.graph = False 682 options.graph68 = False 683 options.ticks = False 684 685 opts, args = getopts(sys.argv[1:], '-6BEFGd:g:h:pr:s:u:T:') 686 for o,a in opts: 687 if o == '-6': 688 options.graph68 = True 689 if o == '-B': 690 options.binned = True 691 if o == '-E': 692 printval.mode = 'E' 693 if o == '-F': 694 printval.mode = 'F' 695 if o == '-G': 696 options.graph = True; 697 if o == '-d': 698 options.db = a 699 if o == '-g': 700 options.get = a 701 if o == '-h': 702 options.host = a 703 if o == '-p': 704 options.passwd = getpass.getpass() 705 if o == '-r': 706 options.runs = a 707 if o == '-u': 708 options.user = a 709 if o == '-s': 710 options.system = a 711 if o == '-T': 712 options.ticks = a 713 714 if len(args) == 0: 715 usage() 716 717 command = args[0] 718 args = args[1:] 719 720 try: 721 commands(options, command, args) 722 except CommandException: 723 usage() 724