tools/perf/scripts/python/export-to-postgresql.py

   1 # export-to-postgresql.py: export perf data to a postgresql database
   2 # Copyright (c) 2014, Intel Corporation.
   3 #
   4 # This program is free software; you can redistribute it and/or modify it
   5 # under the terms and conditions of the GNU General Public License,
   6 # version 2, as published by the Free Software Foundation.
   7 #
   8 # This program is distributed in the hope it will be useful, but WITHOUT
   9 # ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
  10 # FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License for
  11 # more details.
  12
  13 import os
  14 import sys
  15 import struct
  16 import datetime
  17
  18 # To use this script you will need to have installed package python-pyside which
  19 # provides LGPL-licensed Python bindings for Qt.  You will also need the package
  20 # libqt4-sql-psql for Qt postgresql support.
  21 #
  22 # The script assumes postgresql is running on the local machine and that the
  23 # user has postgresql permissions to create databases. Examples of installing
  24 # postgresql and adding such a user are:
  25 #
  26 # fedora:
  27 #
  28 #       $ sudo yum install postgresql postgresql-server python-pyside qt-postgresql
  29 #       $ sudo su - postgres -c initdb
  30 #       $ sudo service postgresql start
  31 #       $ sudo su - postgres
  32 #       $ createuser <your user id here>
  33 #       Shall the new role be a superuser? (y/n) y
  34 #
  35 # ubuntu:
  36 #
  37 #       $ sudo apt-get install postgresql
  38 #       $ sudo su - postgres
  39 #       $ createuser <your user id here>
  40 #       Shall the new role be a superuser? (y/n) y
  41 #
  42 # An example of using this script with Intel PT:
  43 #
  44 #       $ perf record -e intel_pt//u ls
  45 #       $ perf script -s ~/libexec/perf-core/scripts/python/export-to-postgresql.py pt_example branches calls
  46 #       2015-05-29 12:49:23.464364 Creating database...
  47 #       2015-05-29 12:49:26.281717 Writing to intermediate files...
  48 #       2015-05-29 12:49:27.190383 Copying to database...
  49 #       2015-05-29 12:49:28.140451 Removing intermediate files...
  50 #       2015-05-29 12:49:28.147451 Adding primary keys
  51 #       2015-05-29 12:49:28.655683 Adding foreign keys
  52 #       2015-05-29 12:49:29.365350 Done
  53 #
  54 # To browse the database, psql can be used e.g.
  55 #
  56 #       $ psql pt_example
  57 #       pt_example=# select * from samples_view where id < 100;
  58 #       pt_example=# \d+
  59 #       pt_example=# \d+ samples_view
  60 #       pt_example=# \q
  61 #
  62 # An example of using the database is provided by the script
  63 # call-graph-from-postgresql.py.  Refer to that script for details.
  64 #
  65 # Tables:
  66 #
  67 #       The tables largely correspond to perf tools' data structures.  They are largely self-explanatory.
  68 #
  69 #       samples
  70 #
  71 #               'samples' is the main table. It represents what instruction was executing at a point in time
  72 #               when something (a selected event) happened.  The memory address is the instruction pointer or 'ip'.
  73 #
  74 #       calls
  75 #
  76 #               'calls' represents function calls and is related to 'samples' by 'call_id' and 'return_id'.
  77 #               'calls' is only created when the 'calls' option to this script is specified.
  78 #
  79 #       call_paths
  80 #
  81 #               'call_paths' represents all the call stacks.  Each 'call' has an associated record in 'call_paths'.
  82 #               'calls_paths' is only created when the 'calls' option to this script is specified.
  83 #
  84 #       branch_types
  85 #
  86 #               'branch_types' provides descriptions for each type of branch.
  87 #
  88 #       comm_threads
  89 #
  90 #               'comm_threads' shows how 'comms' relates to 'threads'.
  91 #
  92 #       comms
  93 #
  94 #               'comms' contains a record for each 'comm' - the name given to the executable that is running.
  95 #
  96 #       dsos
  97 #
  98 #               'dsos' contains a record for each executable file or library.
  99 #
 100 #       machines
 101 #
 102 #               'machines' can be used to distinguish virtual machines if virtualization is supported.
 103 #
 104 #       selected_events
 105 #
 106 #               'selected_events' contains a record for each kind of event that has been sampled.
 107 #
 108 #       symbols
 109 #
 110 #               'symbols' contains a record for each symbol.  Only symbols that have samples are present.
 111 #
 112 #       threads
 113 #
 114 #               'threads' contains a record for each thread.
 115 #
 116 # Views:
 117 #
 118 #       Most of the tables have views for more friendly display.  The views are:
 119 #
 120 #               calls_view
 121 #               call_paths_view
 122 #               comm_threads_view
 123 #               dsos_view
 124 #               machines_view
 125 #               samples_view
 126 #               symbols_view
 127 #               threads_view
 128 #
 129 # More examples of browsing the database with psql:
 130 #   Note that some of the examples are not the most optimal SQL query.
 131 #   Note that call information is only available if the script's 'calls' option has been used.
 132 #
 133 #       Top 10 function calls (not aggregated by symbol):
 134 #
 135 #               SELECT * FROM calls_view ORDER BY elapsed_time DESC LIMIT 10;
 136 #
 137 #       Top 10 function calls (aggregated by symbol):
 138 #
 139 #               SELECT symbol_id,(SELECT name FROM symbols WHERE id = symbol_id) AS symbol,
 140 #                       SUM(elapsed_time) AS tot_elapsed_time,SUM(branch_count) AS tot_branch_count
 141 #                       FROM calls_view GROUP BY symbol_id ORDER BY tot_elapsed_time DESC LIMIT 10;
 142 #
 143 #               Note that the branch count gives a rough estimation of cpu usage, so functions
 144 #               that took a long time but have a relatively low branch count must have spent time
 145 #               waiting.
 146 #
 147 #       Find symbols by pattern matching on part of the name (e.g. names containing 'alloc'):
 148 #
 149 #               SELECT * FROM symbols_view WHERE name LIKE '%alloc%';
 150 #
 151 #       Top 10 function calls for a specific symbol (e.g. whose symbol_id is 187):
 152 #
 153 #               SELECT * FROM calls_view WHERE symbol_id = 187 ORDER BY elapsed_time DESC LIMIT 10;
 154 #
 155 #       Show function calls made by function in the same context (i.e. same call path) (e.g. one with call_path_id 254):
 156 #
 157 #               SELECT * FROM calls_view WHERE parent_call_path_id = 254;
 158 #
 159 #       Show branches made during a function call (e.g. where call_id is 29357 and return_id is 29370 and tid is 29670)
 160 #
 161 #               SELECT * FROM samples_view WHERE id >= 29357 AND id <= 29370 AND tid = 29670 AND event LIKE 'branches%';
 162 #
 163 #       Show transactions:
 164 #
 165 #               SELECT * FROM samples_view WHERE event = 'transactions';
 166 #
 167 #               Note transaction start has 'in_tx' true whereas, transaction end has 'in_tx' false.
 168 #               Transaction aborts have branch_type_name 'transaction abort'
 169 #
 170 #       Show transaction aborts:
 171 #
 172 #               SELECT * FROM samples_view WHERE event = 'transactions' AND branch_type_name = 'transaction abort';
 173 #
 174 # To print a call stack requires walking the call_paths table.  For example this python script:
 175 #   #!/usr/bin/python2
 176 #
 177 #   import sys
 178 #   from PySide.QtSql import *
 179 #
 180 #   if __name__ == '__main__':
 181 #           if (len(sys.argv) < 3):
 182 #                   print >> sys.stderr, "Usage is: printcallstack.py <database name> <call_path_id>"
 183 #                   raise Exception("Too few arguments")
 184 #           dbname = sys.argv[1]
 185 #           call_path_id = sys.argv[2]
 186 #           db = QSqlDatabase.addDatabase('QPSQL')
 187 #           db.setDatabaseName(dbname)
 188 #           if not db.open():
 189 #                   raise Exception("Failed to open database " + dbname + " error: " + db.lastError().text())
 190 #           query = QSqlQuery(db)
 191 #           print "    id          ip  symbol_id  symbol                          dso_id  dso_short_name"
 192 #           while call_path_id != 0 and call_path_id != 1:
 193 #                   ret = query.exec_('SELECT * FROM call_paths_view WHERE id = ' + str(call_path_id))
 194 #                   if not ret:
 195 #                           raise Exception("Query failed: " + query.lastError().text())
 196 #                   if not query.next():
 197 #                           raise Exception("Query failed")
 198 #                   print "{0:>6}  {1:>10}  {2:>9}  {3:<30}  {4:>6}  {5:<30}".format(query.value(0), query.value(1), query.value(2), query.value(3), query.value(4), query.value(5))
 199 #                   call_path_id = query.value(6)
 200
 201 from PySide.QtSql import *
 202
 203 # Need to access PostgreSQL C library directly to use COPY FROM STDIN
 204 from ctypes import *
 205 libpq = CDLL("libpq.so.5")
 206 PQconnectdb = libpq.PQconnectdb
 207 PQconnectdb.restype = c_void_p
 208 PQfinish = libpq.PQfinish
 209 PQstatus = libpq.PQstatus
 210 PQexec = libpq.PQexec
 211 PQexec.restype = c_void_p
 212 PQresultStatus = libpq.PQresultStatus
 213 PQputCopyData = libpq.PQputCopyData
 214 PQputCopyData.argtypes = [ c_void_p, c_void_p, c_int ]
 215 PQputCopyEnd = libpq.PQputCopyEnd
 216 PQputCopyEnd.argtypes = [ c_void_p, c_void_p ]
 217
 218 sys.path.append(os.environ['PERF_EXEC_PATH'] + \
 219         '/scripts/python/Perf-Trace-Util/lib/Perf/Trace')
 220
 221 # These perf imports are not used at present
 222 #from perf_trace_context import *
 223 #from Core import *
 224
 225 perf_db_export_mode = True
 226 perf_db_export_calls = False
 227
 228 def usage():
 229         print >> sys.stderr, "Usage is: export-to-postgresql.py <database name> [<columns>] [<calls>]"
 230         print >> sys.stderr, "where:    columns         'all' or 'branches'"
 231         print >> sys.stderr, "          calls           'calls' => create calls table"
 232         raise Exception("Too few arguments")
 233
 234 if (len(sys.argv) < 2):
 235         usage()
 236
 237 dbname = sys.argv[1]
 238
 239 if (len(sys.argv) >= 3):
 240         columns = sys.argv[2]
 241 else:
 242         columns = "all"
 243
 244 if columns not in ("all", "branches"):
 245         usage()
 246
 247 branches = (columns == "branches")
 248
 249 if (len(sys.argv) >= 4):
 250         if (sys.argv[3] == "calls"):
 251                 perf_db_export_calls = True
 252         else:
 253                 usage()
 254
 255 output_dir_name = os.getcwd() + "/" + dbname + "-perf-data"
 256 os.mkdir(output_dir_name)
 257
 258 def do_query(q, s):
 259         if (q.exec_(s)):
 260                 return
 261         raise Exception("Query failed: " + q.lastError().text())
 262
 263 print datetime.datetime.today(), "Creating database..."
 264
 265 db = QSqlDatabase.addDatabase('QPSQL')
 266 query = QSqlQuery(db)
 267 db.setDatabaseName('postgres')
 268 db.open()
 269 try:
 270         do_query(query, 'CREATE DATABASE ' + dbname)
 271 except:
 272         os.rmdir(output_dir_name)
 273         raise
 274 query.finish()
 275 query.clear()
 276 db.close()
 277
 278 db.setDatabaseName(dbname)
 279 db.open()
 280
 281 query = QSqlQuery(db)
 282 do_query(query, 'SET client_min_messages TO WARNING')
 283
 284 do_query(query, 'CREATE TABLE selected_events ('
 285                 'id             bigint          NOT NULL,'
 286                 'name           varchar(80))')
 287 do_query(query, 'CREATE TABLE machines ('
 288                 'id             bigint          NOT NULL,'
 289                 'pid            integer,'
 290                 'root_dir       varchar(4096))')
 291 do_query(query, 'CREATE TABLE threads ('
 292                 'id             bigint          NOT NULL,'
 293                 'machine_id     bigint,'
 294                 'process_id     bigint,'
 295                 'pid            integer,'
 296                 'tid            integer)')
 297 do_query(query, 'CREATE TABLE comms ('
 298                 'id             bigint          NOT NULL,'
 299                 'comm           varchar(16))')
 300 do_query(query, 'CREATE TABLE comm_threads ('
 301                 'id             bigint          NOT NULL,'
 302                 'comm_id        bigint,'
 303                 'thread_id      bigint)')
 304 do_query(query, 'CREATE TABLE dsos ('
 305                 'id             bigint          NOT NULL,'
 306                 'machine_id     bigint,'
 307                 'short_name     varchar(256),'
 308                 'long_name      varchar(4096),'
 309                 'build_id       varchar(64))')
 310 do_query(query, 'CREATE TABLE symbols ('
 311                 'id             bigint          NOT NULL,'
 312                 'dso_id         bigint,'
 313                 'sym_start      bigint,'
 314                 'sym_end        bigint,'
 315                 'binding        integer,'
 316                 'name           varchar(2048))')
 317 do_query(query, 'CREATE TABLE branch_types ('
 318                 'id             integer         NOT NULL,'
 319                 'name           varchar(80))')
 320
 321 if branches:
 322         do_query(query, 'CREATE TABLE samples ('
 323                 'id             bigint          NOT NULL,'
 324                 'evsel_id       bigint,'
 325                 'machine_id     bigint,'
 326                 'thread_id      bigint,'
 327                 'comm_id        bigint,'
 328                 'dso_id         bigint,'
 329                 'symbol_id      bigint,'
 330                 'sym_offset     bigint,'
 331                 'ip             bigint,'
 332                 'time           bigint,'
 333                 'cpu            integer,'
 334                 'to_dso_id      bigint,'
 335                 'to_symbol_id   bigint,'
 336                 'to_sym_offset  bigint,'
 337                 'to_ip          bigint,'
 338                 'branch_type    integer,'
 339                 'in_tx          boolean)')
 340 else:
 341         do_query(query, 'CREATE TABLE samples ('
 342                 'id             bigint          NOT NULL,'
 343                 'evsel_id       bigint,'
 344                 'machine_id     bigint,'
 345                 'thread_id      bigint,'
 346                 'comm_id        bigint,'
 347                 'dso_id         bigint,'
 348                 'symbol_id      bigint,'
 349                 'sym_offset     bigint,'
 350                 'ip             bigint,'
 351                 'time           bigint,'
 352                 'cpu            integer,'
 353                 'to_dso_id      bigint,'
 354                 'to_symbol_id   bigint,'
 355                 'to_sym_offset  bigint,'
 356                 'to_ip          bigint,'
 357                 'period         bigint,'
 358                 'weight         bigint,'
 359                 'transaction    bigint,'
 360                 'data_src       bigint,'
 361                 'branch_type    integer,'
 362                 'in_tx          boolean)')
 363
 364 if perf_db_export_calls:
 365         do_query(query, 'CREATE TABLE call_paths ('
 366                 'id             bigint          NOT NULL,'
 367                 'parent_id      bigint,'
 368                 'symbol_id      bigint,'
 369                 'ip             bigint)')
 370         do_query(query, 'CREATE TABLE calls ('
 371                 'id             bigint          NOT NULL,'
 372                 'thread_id      bigint,'
 373                 'comm_id        bigint,'
 374                 'call_path_id   bigint,'
 375                 'call_time      bigint,'
 376                 'return_time    bigint,'
 377                 'branch_count   bigint,'
 378                 'call_id        bigint,'
 379                 'return_id      bigint,'
 380                 'parent_call_path_id    bigint,'
 381                 'flags          integer)')
 382
 383 do_query(query, 'CREATE VIEW machines_view AS '
 384         'SELECT '
 385                 'id,'
 386                 'pid,'
 387                 'root_dir,'
 388                 'CASE WHEN id=0 THEN \'unknown\' WHEN pid=-1 THEN \'host\' ELSE \'guest\' END AS host_or_guest'
 389         ' FROM machines')
 390
 391 do_query(query, 'CREATE VIEW dsos_view AS '
 392         'SELECT '
 393                 'id,'
 394                 'machine_id,'
 395                 '(SELECT host_or_guest FROM machines_view WHERE id = machine_id) AS host_or_guest,'
 396                 'short_name,'
 397                 'long_name,'
 398                 'build_id'
 399         ' FROM dsos')
 400
 401 do_query(query, 'CREATE VIEW symbols_view AS '
 402         'SELECT '
 403                 'id,'
 404                 'name,'
 405                 '(SELECT short_name FROM dsos WHERE id=dso_id) AS dso,'
 406                 'dso_id,'
 407                 'sym_start,'
 408                 'sym_end,'
 409                 'CASE WHEN binding=0 THEN \'local\' WHEN binding=1 THEN \'global\' ELSE \'weak\' END AS binding'
 410         ' FROM symbols')
 411
 412 do_query(query, 'CREATE VIEW threads_view AS '
 413         'SELECT '
 414                 'id,'
 415                 'machine_id,'
 416                 '(SELECT host_or_guest FROM machines_view WHERE id = machine_id) AS host_or_guest,'
 417                 'process_id,'
 418                 'pid,'
 419                 'tid'
 420         ' FROM threads')
 421
 422 do_query(query, 'CREATE VIEW comm_threads_view AS '
 423         'SELECT '
 424                 'comm_id,'
 425                 '(SELECT comm FROM comms WHERE id = comm_id) AS command,'
 426                 'thread_id,'
 427                 '(SELECT pid FROM threads WHERE id = thread_id) AS pid,'
 428                 '(SELECT tid FROM threads WHERE id = thread_id) AS tid'
 429         ' FROM comm_threads')
 430
 431 if perf_db_export_calls:
 432         do_query(query, 'CREATE VIEW call_paths_view AS '
 433                 'SELECT '
 434                         'c.id,'
 435                         'to_hex(c.ip) AS ip,'
 436                         'c.symbol_id,'
 437                         '(SELECT name FROM symbols WHERE id = c.symbol_id) AS symbol,'
 438                         '(SELECT dso_id FROM symbols WHERE id = c.symbol_id) AS dso_id,'
 439                         '(SELECT dso FROM symbols_view  WHERE id = c.symbol_id) AS dso_short_name,'
 440                         'c.parent_id,'
 441                         'to_hex(p.ip) AS parent_ip,'
 442                         'p.symbol_id AS parent_symbol_id,'
 443                         '(SELECT name FROM symbols WHERE id = p.symbol_id) AS parent_symbol,'
 444                         '(SELECT dso_id FROM symbols WHERE id = p.symbol_id) AS parent_dso_id,'
 445                         '(SELECT dso FROM symbols_view  WHERE id = p.symbol_id) AS parent_dso_short_name'
 446                 ' FROM call_paths c INNER JOIN call_paths p ON p.id = c.parent_id')
 447         do_query(query, 'CREATE VIEW calls_view AS '
 448                 'SELECT '
 449                         'calls.id,'
 450                         'thread_id,'
 451                         '(SELECT pid FROM threads WHERE id = thread_id) AS pid,'
 452                         '(SELECT tid FROM threads WHERE id = thread_id) AS tid,'
 453                         '(SELECT comm FROM comms WHERE id = comm_id) AS command,'
 454                         'call_path_id,'
 455                         'to_hex(ip) AS ip,'
 456                         'symbol_id,'
 457                         '(SELECT name FROM symbols WHERE id = symbol_id) AS symbol,'
 458                         'call_time,'
 459                         'return_time,'
 460                         'return_time - call_time AS elapsed_time,'
 461                         'branch_count,'
 462                         'call_id,'
 463                         'return_id,'
 464                         'CASE WHEN flags=1 THEN \'no call\' WHEN flags=2 THEN \'no return\' WHEN flags=3 THEN \'no call/return\' ELSE \'\' END AS flags,'
 465                         'parent_call_path_id'
 466                 ' FROM calls INNER JOIN call_paths ON call_paths.id = call_path_id')
 467
 468 do_query(query, 'CREATE VIEW samples_view AS '
 469         'SELECT '
 470                 'id,'
 471                 'time,'
 472                 'cpu,'
 473                 '(SELECT pid FROM threads WHERE id = thread_id) AS pid,'
 474                 '(SELECT tid FROM threads WHERE id = thread_id) AS tid,'
 475                 '(SELECT comm FROM comms WHERE id = comm_id) AS command,'
 476                 '(SELECT name FROM selected_events WHERE id = evsel_id) AS event,'
 477                 'to_hex(ip) AS ip_hex,'
 478                 '(SELECT name FROM symbols WHERE id = symbol_id) AS symbol,'
 479                 'sym_offset,'
 480                 '(SELECT short_name FROM dsos WHERE id = dso_id) AS dso_short_name,'
 481                 'to_hex(to_ip) AS to_ip_hex,'
 482                 '(SELECT name FROM symbols WHERE id = to_symbol_id) AS to_symbol,'
 483                 'to_sym_offset,'
 484                 '(SELECT short_name FROM dsos WHERE id = to_dso_id) AS to_dso_short_name,'
 485                 '(SELECT name FROM branch_types WHERE id = branch_type) AS branch_type_name,'
 486                 'in_tx'
 487         ' FROM samples')
 488
 489
 490 file_header = struct.pack("!11sii", "PGCOPY\n\377\r\n\0", 0, 0)
 491 file_trailer = "\377\377"
 492
 493 def open_output_file(file_name):
 494         path_name = output_dir_name + "/" + file_name
 495         file = open(path_name, "w+")
 496         file.write(file_header)
 497         return file
 498
 499 def close_output_file(file):
 500         file.write(file_trailer)
 501         file.close()
 502
 503 def copy_output_file_direct(file, table_name):
 504         close_output_file(file)
 505         sql = "COPY " + table_name + " FROM '" + file.name + "' (FORMAT 'binary')"
 506         do_query(query, sql)
 507
 508 # Use COPY FROM STDIN because security may prevent postgres from accessing the files directly
 509 def copy_output_file(file, table_name):
 510         conn = PQconnectdb("dbname = " + dbname)
 511         if (PQstatus(conn)):
 512                 raise Exception("COPY FROM STDIN PQconnectdb failed")
 513         file.write(file_trailer)
 514         file.seek(0)
 515         sql = "COPY " + table_name + " FROM STDIN (FORMAT 'binary')"
 516         res = PQexec(conn, sql)
 517         if (PQresultStatus(res) != 4):
 518                 raise Exception("COPY FROM STDIN PQexec failed")
 519         data = file.read(65536)
 520         while (len(data)):
 521                 ret = PQputCopyData(conn, data, len(data))
 522                 if (ret != 1):
 523                         raise Exception("COPY FROM STDIN PQputCopyData failed, error " + str(ret))
 524                 data = file.read(65536)
 525         ret = PQputCopyEnd(conn, None)
 526         if (ret != 1):
 527                 raise Exception("COPY FROM STDIN PQputCopyEnd failed, error " + str(ret))
 528         PQfinish(conn)
 529
 530 def remove_output_file(file):
 531         name = file.name
 532         file.close()
 533         os.unlink(name)
 534
 535 evsel_file              = open_output_file("evsel_table.bin")
 536 machine_file            = open_output_file("machine_table.bin")
 537 thread_file             = open_output_file("thread_table.bin")
 538 comm_file               = open_output_file("comm_table.bin")
 539 comm_thread_file        = open_output_file("comm_thread_table.bin")
 540 dso_file                = open_output_file("dso_table.bin")
 541 symbol_file             = open_output_file("symbol_table.bin")
 542 branch_type_file        = open_output_file("branch_type_table.bin")
 543 sample_file             = open_output_file("sample_table.bin")
 544 if perf_db_export_calls:
 545         call_path_file          = open_output_file("call_path_table.bin")
 546         call_file               = open_output_file("call_table.bin")
 547
 548 def trace_begin():
 549         print datetime.datetime.today(), "Writing to intermediate files..."
 550         # id == 0 means unknown.  It is easier to create records for them than replace the zeroes with NULLs
 551         evsel_table(0, "unknown")
 552         machine_table(0, 0, "unknown")
 553         thread_table(0, 0, 0, -1, -1)
 554         comm_table(0, "unknown")
 555         dso_table(0, 0, "unknown", "unknown", "")
 556         symbol_table(0, 0, 0, 0, 0, "unknown")
 557         sample_table(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
 558         if perf_db_export_calls:
 559                 call_path_table(0, 0, 0, 0)
 560
 561 unhandled_count = 0
 562
 563 def trace_end():
 564         print datetime.datetime.today(), "Copying to database..."
 565         copy_output_file(evsel_file,            "selected_events")
 566         copy_output_file(machine_file,          "machines")
 567         copy_output_file(thread_file,           "threads")
 568         copy_output_file(comm_file,             "comms")
 569         copy_output_file(comm_thread_file,      "comm_threads")
 570         copy_output_file(dso_file,              "dsos")
 571         copy_output_file(symbol_file,           "symbols")
 572         copy_output_file(branch_type_file,      "branch_types")
 573         copy_output_file(sample_file,           "samples")
 574         if perf_db_export_calls:
 575                 copy_output_file(call_path_file,        "call_paths")
 576                 copy_output_file(call_file,             "calls")
 577
 578         print datetime.datetime.today(), "Removing intermediate files..."
 579         remove_output_file(evsel_file)
 580         remove_output_file(machine_file)
 581         remove_output_file(thread_file)
 582         remove_output_file(comm_file)
 583         remove_output_file(comm_thread_file)
 584         remove_output_file(dso_file)
 585         remove_output_file(symbol_file)
 586         remove_output_file(branch_type_file)
 587         remove_output_file(sample_file)
 588         if perf_db_export_calls:
 589                 remove_output_file(call_path_file)
 590                 remove_output_file(call_file)
 591         os.rmdir(output_dir_name)
 592         print datetime.datetime.today(), "Adding primary keys"
 593         do_query(query, 'ALTER TABLE selected_events ADD PRIMARY KEY (id)')
 594         do_query(query, 'ALTER TABLE machines        ADD PRIMARY KEY (id)')
 595         do_query(query, 'ALTER TABLE threads         ADD PRIMARY KEY (id)')
 596         do_query(query, 'ALTER TABLE comms           ADD PRIMARY KEY (id)')
 597         do_query(query, 'ALTER TABLE comm_threads    ADD PRIMARY KEY (id)')
 598         do_query(query, 'ALTER TABLE dsos            ADD PRIMARY KEY (id)')
 599         do_query(query, 'ALTER TABLE symbols         ADD PRIMARY KEY (id)')
 600         do_query(query, 'ALTER TABLE branch_types    ADD PRIMARY KEY (id)')
 601         do_query(query, 'ALTER TABLE samples         ADD PRIMARY KEY (id)')
 602         if perf_db_export_calls:
 603                 do_query(query, 'ALTER TABLE call_paths      ADD PRIMARY KEY (id)')
 604                 do_query(query, 'ALTER TABLE calls           ADD PRIMARY KEY (id)')
 605
 606         print datetime.datetime.today(), "Adding foreign keys"
 607         do_query(query, 'ALTER TABLE threads '
 608                                         'ADD CONSTRAINT machinefk  FOREIGN KEY (machine_id)   REFERENCES machines   (id),'
 609                                         'ADD CONSTRAINT processfk  FOREIGN KEY (process_id)   REFERENCES threads    (id)')
 610         do_query(query, 'ALTER TABLE comm_threads '
 611                                         'ADD CONSTRAINT commfk     FOREIGN KEY (comm_id)      REFERENCES comms      (id),'
 612                                         'ADD CONSTRAINT threadfk   FOREIGN KEY (thread_id)    REFERENCES threads    (id)')
 613         do_query(query, 'ALTER TABLE dsos '
 614                                         'ADD CONSTRAINT machinefk  FOREIGN KEY (machine_id)   REFERENCES machines   (id)')
 615         do_query(query, 'ALTER TABLE symbols '
 616                                         'ADD CONSTRAINT dsofk      FOREIGN KEY (dso_id)       REFERENCES dsos       (id)')
 617         do_query(query, 'ALTER TABLE samples '
 618                                         'ADD CONSTRAINT evselfk    FOREIGN KEY (evsel_id)     REFERENCES selected_events (id),'
 619                                         'ADD CONSTRAINT machinefk  FOREIGN KEY (machine_id)   REFERENCES machines   (id),'
 620                                         'ADD CONSTRAINT threadfk   FOREIGN KEY (thread_id)    REFERENCES threads    (id),'
 621                                         'ADD CONSTRAINT commfk     FOREIGN KEY (comm_id)      REFERENCES comms      (id),'
 622                                         'ADD CONSTRAINT dsofk      FOREIGN KEY (dso_id)       REFERENCES dsos       (id),'
 623                                         'ADD CONSTRAINT symbolfk   FOREIGN KEY (symbol_id)    REFERENCES symbols    (id),'
 624                                         'ADD CONSTRAINT todsofk    FOREIGN KEY (to_dso_id)    REFERENCES dsos       (id),'
 625                                         'ADD CONSTRAINT tosymbolfk FOREIGN KEY (to_symbol_id) REFERENCES symbols    (id)')
 626         if perf_db_export_calls:
 627                 do_query(query, 'ALTER TABLE call_paths '
 628                                         'ADD CONSTRAINT parentfk    FOREIGN KEY (parent_id)    REFERENCES call_paths (id),'
 629                                         'ADD CONSTRAINT symbolfk    FOREIGN KEY (symbol_id)    REFERENCES symbols    (id)')
 630                 do_query(query, 'ALTER TABLE calls '
 631                                         'ADD CONSTRAINT threadfk    FOREIGN KEY (thread_id)    REFERENCES threads    (id),'
 632                                         'ADD CONSTRAINT commfk      FOREIGN KEY (comm_id)      REFERENCES comms      (id),'
 633                                         'ADD CONSTRAINT call_pathfk FOREIGN KEY (call_path_id) REFERENCES call_paths (id),'
 634                                         'ADD CONSTRAINT callfk      FOREIGN KEY (call_id)      REFERENCES samples    (id),'
 635                                         'ADD CONSTRAINT returnfk    FOREIGN KEY (return_id)    REFERENCES samples    (id),'
 636                                         'ADD CONSTRAINT parent_call_pathfk FOREIGN KEY (parent_call_path_id) REFERENCES call_paths (id)')
 637                 do_query(query, 'CREATE INDEX pcpid_idx ON calls (parent_call_path_id)')
 638
 639         if (unhandled_count):
 640                 print datetime.datetime.today(), "Warning: ", unhandled_count, " unhandled events"
 641         print datetime.datetime.today(), "Done"
 642
 643 def trace_unhandled(event_name, context, event_fields_dict):
 644         global unhandled_count
 645         unhandled_count += 1
 646
 647 def sched__sched_switch(*x):
 648         pass
 649
 650 def evsel_table(evsel_id, evsel_name, *x):
 651         n = len(evsel_name)
 652         fmt = "!hiqi" + str(n) + "s"
 653         value = struct.pack(fmt, 2, 8, evsel_id, n, evsel_name)
 654         evsel_file.write(value)
 655
 656 def machine_table(machine_id, pid, root_dir, *x):
 657         n = len(root_dir)
 658         fmt = "!hiqiii" + str(n) + "s"
 659         value = struct.pack(fmt, 3, 8, machine_id, 4, pid, n, root_dir)
 660         machine_file.write(value)
 661
 662 def thread_table(thread_id, machine_id, process_id, pid, tid, *x):
 663         value = struct.pack("!hiqiqiqiiii", 5, 8, thread_id, 8, machine_id, 8, process_id, 4, pid, 4, tid)
 664         thread_file.write(value)
 665
 666 def comm_table(comm_id, comm_str, *x):
 667         n = len(comm_str)
 668         fmt = "!hiqi" + str(n) + "s"
 669         value = struct.pack(fmt, 2, 8, comm_id, n, comm_str)
 670         comm_file.write(value)
 671
 672 def comm_thread_table(comm_thread_id, comm_id, thread_id, *x):
 673         fmt = "!hiqiqiq"
 674         value = struct.pack(fmt, 3, 8, comm_thread_id, 8, comm_id, 8, thread_id)
 675         comm_thread_file.write(value)
 676
 677 def dso_table(dso_id, machine_id, short_name, long_name, build_id, *x):
 678         n1 = len(short_name)
 679         n2 = len(long_name)
 680         n3 = len(build_id)
 681         fmt = "!hiqiqi" + str(n1) + "si"  + str(n2) + "si" + str(n3) + "s"
 682         value = struct.pack(fmt, 5, 8, dso_id, 8, machine_id, n1, short_name, n2, long_name, n3, build_id)
 683         dso_file.write(value)
 684
 685 def symbol_table(symbol_id, dso_id, sym_start, sym_end, binding, symbol_name, *x):
 686         n = len(symbol_name)
 687         fmt = "!hiqiqiqiqiii" + str(n) + "s"
 688         value = struct.pack(fmt, 6, 8, symbol_id, 8, dso_id, 8, sym_start, 8, sym_end, 4, binding, n, symbol_name)
 689         symbol_file.write(value)
 690
 691 def branch_type_table(branch_type, name, *x):
 692         n = len(name)
 693         fmt = "!hiii" + str(n) + "s"
 694         value = struct.pack(fmt, 2, 4, branch_type, n, name)
 695         branch_type_file.write(value)
 696
 697 def sample_table(sample_id, evsel_id, machine_id, thread_id, comm_id, dso_id, symbol_id, sym_offset, ip, time, cpu, to_dso_id, to_symbol_id, to_sym_offset, to_ip, period, weight, transaction, data_src, branch_type, in_tx, *x):
 698         if branches:
 699                 value = struct.pack("!hiqiqiqiqiqiqiqiqiqiqiiiqiqiqiqiiiB", 17, 8, sample_id, 8, evsel_id, 8, machine_id, 8, thread_id, 8, comm_id, 8, dso_id, 8, symbol_id, 8, sym_offset, 8, ip, 8, time, 4, cpu, 8, to_dso_id, 8, to_symbol_id, 8, to_sym_offset, 8, to_ip, 4, branch_type, 1, in_tx)
 700         else:
 701                 value = struct.pack("!hiqiqiqiqiqiqiqiqiqiqiiiqiqiqiqiqiqiqiqiiiB", 21, 8, sample_id, 8, evsel_id, 8, machine_id, 8, thread_id, 8, comm_id, 8, dso_id, 8, symbol_id, 8, sym_offset, 8, ip, 8, time, 4, cpu, 8, to_dso_id, 8, to_symbol_id, 8, to_sym_offset, 8, to_ip, 8, period, 8, weight, 8, transaction, 8, data_src, 4, branch_type, 1, in_tx)
 702         sample_file.write(value)
 703
 704 def call_path_table(cp_id, parent_id, symbol_id, ip, *x):
 705         fmt = "!hiqiqiqiq"
 706         value = struct.pack(fmt, 4, 8, cp_id, 8, parent_id, 8, symbol_id, 8, ip)
 707         call_path_file.write(value)
 708
 709 def call_return_table(cr_id, thread_id, comm_id, call_path_id, call_time, return_time, branch_count, call_id, return_id, parent_call_path_id, flags, *x):
 710         fmt = "!hiqiqiqiqiqiqiqiqiqiqii"
 711         value = struct.pack(fmt, 11, 8, cr_id, 8, thread_id, 8, comm_id, 8, call_path_id, 8, call_time, 8, return_time, 8, branch_count, 8, call_id, 8, return_id, 8, parent_call_path_id, 4, flags)
 712         call_file.write(value)