# export-to-sqlite.py: export perf data to a sqlite3 database # Copyright (c) 2017, Intel Corporation. # # This program is free software; you can redistribute it and/or modify it # under the terms and conditions of the GNU General Public License, # version 2, as published by the Free Software Foundation. # # This program is distributed in the hope it will be useful, but WITHOUT # ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or # FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for # more details. from __future__ import print_function import os import sys import struct import datetime # To use this script you will need to have installed package python-pyside which # provides LGPL-licensed Python bindings for Qt. You will also need the package # libqt4-sql-sqlite for Qt sqlite3 support. # # Examples of installing pyside: # # ubuntu: # # $ sudo apt-get install python-pyside.qtsql libqt4-sql-psql # # Alternately, to use Python3 and/or pyside 2, one of the following: # # $ sudo apt-get install python3-pyside.qtsql libqt4-sql-psql # $ sudo apt-get install python-pyside2.qtsql libqt5sql5-psql # $ sudo apt-get install python3-pyside2.qtsql libqt5sql5-psql # fedora: # # $ sudo yum install python-pyside # # Alternately, to use Python3 and/or pyside 2, one of the following: # $ sudo yum install python3-pyside # $ pip install --user PySide2 # $ pip3 install --user PySide2 # # An example of using this script with Intel PT: # # $ perf record -e intel_pt//u ls # $ perf script -s ~/libexec/perf-core/scripts/python/export-to-sqlite.py pt_example branches calls # 2017-07-31 14:26:07.326913 Creating database... # 2017-07-31 14:26:07.538097 Writing records... # 2017-07-31 14:26:09.889292 Adding indexes # 2017-07-31 14:26:09.958746 Done # # To browse the database, sqlite3 can be used e.g. # # $ sqlite3 pt_example # sqlite> .header on # sqlite> select * from samples_view where id < 10; # sqlite> .mode column # sqlite> select * from samples_view where id < 10; # sqlite> .tables # sqlite> .schema samples_view # sqlite> .quit # # An example of using the database is provided by the script # exported-sql-viewer.py. Refer to that script for details. # # The database structure is practically the same as created by the script # export-to-postgresql.py. Refer to that script for details. A notable # difference is the 'transaction' column of the 'samples' table which is # renamed 'transaction_' in sqlite because 'transaction' is a reserved word. pyside_version_1 = True if not "pyside-version-1" in sys.argv: try: from PySide2.QtSql import * pyside_version_1 = False except: pass if pyside_version_1: from PySide.QtSql import * sys.path.append(os.environ['PERF_EXEC_PATH'] + \ '/scripts/python/Perf-Trace-Util/lib/Perf/Trace') # These perf imports are not used at present #from perf_trace_context import * #from Core import * perf_db_export_mode = True perf_db_export_calls = False perf_db_export_callchains = False def printerr(*args, **keyword_args): print(*args, file=sys.stderr, **keyword_args) def printdate(*args, **kw_args): print(datetime.datetime.today(), *args, sep=' ', **kw_args) def usage(): printerr("Usage is: export-to-sqlite.py [] [] [] []"); printerr("where: columns 'all' or 'branches'"); printerr(" calls 'calls' => create calls and call_paths table"); printerr(" callchains 'callchains' => create call_paths table"); printerr(" pyside-version-1 'pyside-version-1' => use pyside version 1"); raise Exception("Too few or bad arguments") if (len(sys.argv) < 2): usage() dbname = sys.argv[1] if (len(sys.argv) >= 3): columns = sys.argv[2] else: columns = "all" if columns not in ("all", "branches"): usage() branches = (columns == "branches") for i in range(3,len(sys.argv)): if (sys.argv[i] == "calls"): perf_db_export_calls = True elif (sys.argv[i] == "callchains"): perf_db_export_callchains = True elif (sys.argv[i] == "pyside-version-1"): pass else: usage() def do_query(q, s): if (q.exec_(s)): return raise Exception("Query failed: " + q.lastError().text()) def do_query_(q): if (q.exec_()): return raise Exception("Query failed: " + q.lastError().text()) printdate("Creating database ...") db_exists = False try: f = open(dbname) f.close() db_exists = True except: pass if db_exists: raise Exception(dbname + " already exists") db = QSqlDatabase.addDatabase('QSQLITE') db.setDatabaseName(dbname) db.open() query = QSqlQuery(db) do_query(query, 'PRAGMA journal_mode = OFF') do_query(query, 'BEGIN TRANSACTION') do_query(query, 'CREATE TABLE selected_events (' 'id integer NOT NULL PRIMARY KEY,' 'name varchar(80))') do_query(query, 'CREATE TABLE machines (' 'id integer NOT NULL PRIMARY KEY,' 'pid integer,' 'root_dir varchar(4096))') do_query(query, 'CREATE TABLE threads (' 'id integer NOT NULL PRIMARY KEY,' 'machine_id bigint,' 'process_id bigint,' 'pid integer,' 'tid integer)') do_query(query, 'CREATE TABLE comms (' 'id integer NOT NULL PRIMARY KEY,' 'comm varchar(16),' 'c_thread_id bigint,' 'c_time bigint,' 'exec_flag boolean)') do_query(query, 'CREATE TABLE comm_threads (' 'id integer NOT NULL PRIMARY KEY,' 'comm_id bigint,' 'thread_id bigint)') do_query(query, 'CREATE TABLE dsos (' 'id integer NOT NULL PRIMARY KEY,' 'machine_id bigint,' 'short_name varchar(256),' 'long_name varchar(4096),' 'build_id varchar(64))') do_query(query, 'CREATE TABLE symbols (' 'id integer NOT NULL PRIMARY KEY,' 'dso_id bigint,' 'sym_start bigint,' 'sym_end bigint,' 'binding integer,' 'name varchar(2048))') do_query(query, 'CREATE TABLE branch_types (' 'id integer NOT NULL PRIMARY KEY,' 'name varchar(80))') if branches: do_query(query, 'CREATE TABLE samples (' 'id integer NOT NULL PRIMARY KEY,' 'evsel_id bigint,' 'machine_id bigint,' 'thread_id bigint,' 'comm_id bigint,' 'dso_id bigint,' 'symbol_id bigint,' 'sym_offset bigint,' 'ip bigint,' 'time bigint,' 'cpu integer,' 'to_dso_id bigint,' 'to_symbol_id bigint,' 'to_sym_offset bigint,' 'to_ip bigint,' 'branch_type integer,' 'in_tx boolean,' 'call_path_id bigint,' 'insn_count bigint,' 'cyc_count bigint)') else: do_query(query, 'CREATE TABLE samples (' 'id integer NOT NULL PRIMARY KEY,' 'evsel_id bigint,' 'machine_id bigint,' 'thread_id bigint,' 'comm_id bigint,' 'dso_id bigint,' 'symbol_id bigint,' 'sym_offset bigint,' 'ip bigint,' 'time bigint,' 'cpu integer,' 'to_dso_id bigint,' 'to_symbol_id bigint,' 'to_sym_offset bigint,' 'to_ip bigint,' 'period bigint,' 'weight bigint,' 'transaction_ bigint,' 'data_src bigint,' 'branch_type integer,' 'in_tx boolean,' 'call_path_id bigint,' 'insn_count bigint,' 'cyc_count bigint)') if perf_db_export_calls or perf_db_export_callchains: do_query(query, 'CREATE TABLE call_paths (' 'id integer NOT NULL PRIMARY KEY,' 'parent_id bigint,' 'symbol_id bigint,' 'ip bigint)') if perf_db_export_calls: do_query(query, 'CREATE TABLE calls (' 'id integer NOT NULL PRIMARY KEY,' 'thread_id bigint,' 'comm_id bigint,' 'call_path_id bigint,' 'call_time bigint,' 'return_time bigint,' 'branch_count bigint,' 'call_id bigint,' 'return_id bigint,' 'parent_call_path_id bigint,' 'flags integer,' 'parent_id bigint,' 'insn_count bigint,' 'cyc_count bigint)') do_query(query, 'CREATE TABLE ptwrite (' 'id integer NOT NULL PRIMARY KEY,' 'payload bigint,' 'exact_ip integer)') do_query(query, 'CREATE TABLE cbr (' 'id integer NOT NULL PRIMARY KEY,' 'cbr integer,' 'mhz integer,' 'percent integer)') do_query(query, 'CREATE TABLE mwait (' 'id integer NOT NULL PRIMARY KEY,' 'hints integer,' 'extensions integer)') do_query(query, 'CREATE TABLE pwre (' 'id integer NOT NULL PRIMARY KEY,' 'cstate integer,' 'subcstate integer,' 'hw integer)') do_query(query, 'CREATE TABLE exstop (' 'id integer NOT NULL PRIMARY KEY,' 'exact_ip integer)') do_query(query, 'CREATE TABLE pwrx (' 'id integer NOT NULL PRIMARY KEY,' 'deepest_cstate integer,' 'last_cstate integer,' 'wake_reason integer)') # printf was added to sqlite in version 3.8.3 sqlite_has_printf = False try: do_query(query, 'SELECT printf("") FROM machines') sqlite_has_printf = True except: pass def emit_to_hex(x): if sqlite_has_printf: return 'printf("%x", ' + x + ')' else: return x do_query(query, 'CREATE VIEW machines_view AS ' 'SELECT ' 'id,' 'pid,' 'root_dir,' 'CASE WHEN id=0 THEN \'unknown\' WHEN pid=-1 THEN \'host\' ELSE \'guest\' END AS host_or_guest' ' FROM machines') do_query(query, 'CREATE VIEW dsos_view AS ' 'SELECT ' 'id,' 'machine_id,' '(SELECT host_or_guest FROM machines_view WHERE id = machine_id) AS host_or_guest,' 'short_name,' 'long_name,' 'build_id' ' FROM dsos') do_query(query, 'CREATE VIEW symbols_view AS ' 'SELECT ' 'id,' 'name,' '(SELECT short_name FROM dsos WHERE id=dso_id) AS dso,' 'dso_id,' 'sym_start,' 'sym_end,' 'CASE WHEN binding=0 THEN \'local\' WHEN binding=1 THEN \'global\' ELSE \'weak\' END AS binding' ' FROM symbols') do_query(query, 'CREATE VIEW threads_view AS ' 'SELECT ' 'id,' 'machine_id,' '(SELECT host_or_guest FROM machines_view WHERE id = machine_id) AS host_or_guest,' 'process_id,' 'pid,' 'tid' ' FROM threads') do_query(query, 'CREATE VIEW comm_threads_view AS ' 'SELECT ' 'comm_id,' '(SELECT comm FROM comms WHERE id = comm_id) AS command,' 'thread_id,' '(SELECT pid FROM threads WHERE id = thread_id) AS pid,' '(SELECT tid FROM threads WHERE id = thread_id) AS tid' ' FROM comm_threads') if perf_db_export_calls or perf_db_export_callchains: do_query(query, 'CREATE VIEW call_paths_view AS ' 'SELECT ' 'c.id,' + emit_to_hex('c.ip') + ' AS ip,' 'c.symbol_id,' '(SELECT name FROM symbols WHERE id = c.symbol_id) AS symbol,' '(SELECT dso_id FROM symbols WHERE id = c.symbol_id) AS dso_id,' '(SELECT dso FROM symbols_view WHERE id = c.symbol_id) AS dso_short_name,' 'c.parent_id,' + emit_to_hex('p.ip') + ' AS parent_ip,' 'p.symbol_id AS parent_symbol_id,' '(SELECT name FROM symbols WHERE id = p.symbol_id) AS parent_symbol,' '(SELECT dso_id FROM symbols WHERE id = p.symbol_id) AS parent_dso_id,' '(SELECT dso FROM symbols_view WHERE id = p.symbol_id) AS parent_dso_short_name' ' FROM call_paths c INNER JOIN call_paths p ON p.id = c.parent_id') if perf_db_export_calls: do_query(query, 'CREATE VIEW calls_view AS ' 'SELECT ' 'calls.id,' 'thread_id,' '(SELECT pid FROM threads WHERE id = thread_id) AS pid,' '(SELECT tid FROM threads WHERE id = thread_id) AS tid,' '(SELECT comm FROM comms WHERE id = comm_id) AS command,' 'call_path_id,' + emit_to_hex('ip') + ' AS ip,' 'symbol_id,' '(SELECT name FROM symbols WHERE id = symbol_id) AS symbol,' 'call_time,' 'return_time,' 'return_time - call_time AS elapsed_time,' 'branch_count,' 'insn_count,' 'cyc_count,' 'CASE WHEN cyc_count=0 THEN CAST(0 AS FLOAT) ELSE ROUND(CAST(insn_count AS FLOAT) / cyc_count, 2) END AS IPC,' 'call_id,' 'return_id,' 'CASE WHEN flags=0 THEN \'\' WHEN flags=1 THEN \'no call\' WHEN flags=2 THEN \'no return\' WHEN flags=3 THEN \'no call/return\' WHEN flags=6 THEN \'jump\' ELSE flags END AS flags,' 'parent_call_path_id,' 'calls.parent_id' ' FROM calls INNER JOIN call_paths ON call_paths.id = call_path_id') do_query(query, 'CREATE VIEW samples_view AS ' 'SELECT ' 'id,' 'time,' 'cpu,' '(SELECT pid FROM threads WHERE id = thread_id) AS pid,' '(SELECT tid FROM threads WHERE id = thread_id) AS tid,' '(SELECT comm FROM comms WHERE id = comm_id) AS command,' '(SELECT name FROM selected_events WHERE id = evsel_id) AS event,' + emit_to_hex('ip') + ' AS ip_hex,' '(SELECT name FROM symbols WHERE id = symbol_id) AS symbol,' 'sym_offset,' '(SELECT short_name FROM dsos WHERE id = dso_id) AS dso_short_name,' + emit_to_hex('to_ip') + ' AS to_ip_hex,' '(SELECT name FROM symbols WHERE id = to_symbol_id) AS to_symbol,' 'to_sym_offset,' '(SELECT short_name FROM dsos WHERE id = to_dso_id) AS to_dso_short_name,' '(SELECT name FROM branch_types WHERE id = branch_type) AS branch_type_name,' 'in_tx,' 'insn_count,' 'cyc_count,' 'CASE WHEN cyc_count=0 THEN CAST(0 AS FLOAT) ELSE ROUND(CAST(insn_count AS FLOAT) / cyc_count, 2) END AS IPC' ' FROM samples') do_query(query, 'CREATE VIEW ptwrite_view AS ' 'SELECT ' 'ptwrite.id,' 'time,' 'cpu,' + emit_to_hex('payload') + ' AS payload_hex,' 'CASE WHEN exact_ip=0 THEN \'False\' ELSE \'True\' END AS exact_ip' ' FROM ptwrite' ' INNER JOIN samples ON samples.id = ptwrite.id') do_query(query, 'CREATE VIEW cbr_view AS ' 'SELECT ' 'cbr.id,' 'time,' 'cpu,' 'cbr,' 'mhz,' 'percent' ' FROM cbr' ' INNER JOIN samples ON samples.id = cbr.id') do_query(query, 'CREATE VIEW mwait_view AS ' 'SELECT ' 'mwait.id,' 'time,' 'cpu,' + emit_to_hex('hints') + ' AS hints_hex,' + emit_to_hex('extensions') + ' AS extensions_hex' ' FROM mwait' ' INNER JOIN samples ON samples.id = mwait.id') do_query(query, 'CREATE VIEW pwre_view AS ' 'SELECT ' 'pwre.id,' 'time,' 'cpu,' 'cstate,' 'subcstate,' 'CASE WHEN hw=0 THEN \'False\' ELSE \'True\' END AS hw' ' FROM pwre' ' INNER JOIN samples ON samples.id = pwre.id') do_query(query, 'CREATE VIEW exstop_view AS ' 'SELECT ' 'exstop.id,' 'time,' 'cpu,' 'CASE WHEN exact_ip=0 THEN \'False\' ELSE \'True\' END AS exact_ip' ' FROM exstop' ' INNER JOIN samples ON samples.id = exstop.id') do_query(query, 'CREATE VIEW pwrx_view AS ' 'SELECT ' 'pwrx.id,' 'time,' 'cpu,' 'deepest_cstate,' 'last_cstate,' 'CASE WHEN wake_reason=1 THEN \'Interrupt\'' ' WHEN wake_reason=2 THEN \'Timer Deadline\'' ' WHEN wake_reason=4 THEN \'Monitored Address\'' ' WHEN wake_reason=8 THEN \'HW\'' ' ELSE wake_reason ' 'END AS wake_reason' ' FROM pwrx' ' INNER JOIN samples ON samples.id = pwrx.id') do_query(query, 'CREATE VIEW power_events_view AS ' 'SELECT ' 'samples.id,' 'time,' 'cpu,' 'selected_events.name AS event,' 'CASE WHEN selected_events.name=\'cbr\' THEN (SELECT cbr FROM cbr WHERE cbr.id = samples.id) ELSE "" END AS cbr,' 'CASE WHEN selected_events.name=\'cbr\' THEN (SELECT mhz FROM cbr WHERE cbr.id = samples.id) ELSE "" END AS mhz,' 'CASE WHEN selected_events.name=\'cbr\' THEN (SELECT percent FROM cbr WHERE cbr.id = samples.id) ELSE "" END AS percent,' 'CASE WHEN selected_events.name=\'mwait\' THEN (SELECT ' + emit_to_hex('hints') + ' FROM mwait WHERE mwait.id = samples.id) ELSE "" END AS hints_hex,' 'CASE WHEN selected_events.name=\'mwait\' THEN (SELECT ' + emit_to_hex('extensions') + ' FROM mwait WHERE mwait.id = samples.id) ELSE "" END AS extensions_hex,' 'CASE WHEN selected_events.name=\'pwre\' THEN (SELECT cstate FROM pwre WHERE pwre.id = samples.id) ELSE "" END AS cstate,' 'CASE WHEN selected_events.name=\'pwre\' THEN (SELECT subcstate FROM pwre WHERE pwre.id = samples.id) ELSE "" END AS subcstate,' 'CASE WHEN selected_events.name=\'pwre\' THEN (SELECT hw FROM pwre WHERE pwre.id = samples.id) ELSE "" END AS hw,' 'CASE WHEN selected_events.name=\'exstop\' THEN (SELECT exact_ip FROM exstop WHERE exstop.id = samples.id) ELSE "" END AS exact_ip,' 'CASE WHEN selected_events.name=\'pwrx\' THEN (SELECT deepest_cstate FROM pwrx WHERE pwrx.id = samples.id) ELSE "" END AS deepest_cstate,' 'CASE WHEN selected_events.name=\'pwrx\' THEN (SELECT last_cstate FROM pwrx WHERE pwrx.id = samples.id) ELSE "" END AS last_cstate,' 'CASE WHEN selected_events.name=\'pwrx\' THEN (SELECT ' 'CASE WHEN wake_reason=1 THEN \'Interrupt\'' ' WHEN wake_reason=2 THEN \'Timer Deadline\'' ' WHEN wake_reason=4 THEN \'Monitored Address\'' ' WHEN wake_reason=8 THEN \'HW\'' ' ELSE wake_reason ' 'END' ' FROM pwrx WHERE pwrx.id = samples.id) ELSE "" END AS wake_reason' ' FROM samples' ' INNER JOIN selected_events ON selected_events.id = evsel_id' ' WHERE selected_events.name IN (\'cbr\',\'mwait\',\'exstop\',\'pwre\',\'pwrx\')') do_query(query, 'END TRANSACTION') evsel_query = QSqlQuery(db) evsel_query.prepare("INSERT INTO selected_events VALUES (?, ?)") machine_query = QSqlQuery(db) machine_query.prepare("INSERT INTO machines VALUES (?, ?, ?)") thread_query = QSqlQuery(db) thread_query.prepare("INSERT INTO threads VALUES (?, ?, ?, ?, ?)") comm_query = QSqlQuery(db) comm_query.prepare("INSERT INTO comms VALUES (?, ?, ?, ?, ?)") comm_thread_query = QSqlQuery(db) comm_thread_query.prepare("INSERT INTO comm_threads VALUES (?, ?, ?)") dso_query = QSqlQuery(db) dso_query.prepare("INSERT INTO dsos VALUES (?, ?, ?, ?, ?)") symbol_query = QSqlQuery(db) symbol_query.prepare("INSERT INTO symbols VALUES (?, ?, ?, ?, ?, ?)") branch_type_query = QSqlQuery(db) branch_type_query.prepare("INSERT INTO branch_types VALUES (?, ?)") sample_query = QSqlQuery(db) if branches: sample_query.prepare("INSERT INTO samples VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)") else: sample_query.prepare("INSERT INTO samples VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)") if perf_db_export_calls or perf_db_export_callchains: call_path_query = QSqlQuery(db) call_path_query.prepare("INSERT INTO call_paths VALUES (?, ?, ?, ?)") if perf_db_export_calls: call_query = QSqlQuery(db) call_query.prepare("INSERT INTO calls VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)") ptwrite_query = QSqlQuery(db) ptwrite_query.prepare("INSERT INTO ptwrite VALUES (?, ?, ?)") cbr_query = QSqlQuery(db) cbr_query.prepare("INSERT INTO cbr VALUES (?, ?, ?, ?)") mwait_query = QSqlQuery(db) mwait_query.prepare("INSERT INTO mwait VALUES (?, ?, ?)") pwre_query = QSqlQuery(db) pwre_query.prepare("INSERT INTO pwre VALUES (?, ?, ?, ?)") exstop_query = QSqlQuery(db) exstop_query.prepare("INSERT INTO exstop VALUES (?, ?)") pwrx_query = QSqlQuery(db) pwrx_query.prepare("INSERT INTO pwrx VALUES (?, ?, ?, ?)") def trace_begin(): printdate("Writing records...") do_query(query, 'BEGIN TRANSACTION') # id == 0 means unknown. It is easier to create records for them than replace the zeroes with NULLs evsel_table(0, "unknown") machine_table(0, 0, "unknown") thread_table(0, 0, 0, -1, -1) comm_table(0, "unknown", 0, 0, 0) dso_table(0, 0, "unknown", "unknown", "") symbol_table(0, 0, 0, 0, 0, "unknown") sample_table(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) if perf_db_export_calls or perf_db_export_callchains: call_path_table(0, 0, 0, 0) call_return_table(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) unhandled_count = 0 def is_table_empty(table_name): do_query(query, 'SELECT * FROM ' + table_name + ' LIMIT 1'); if query.next(): return False return True def drop(table_name): do_query(query, 'DROP VIEW ' + table_name + '_view'); do_query(query, 'DROP TABLE ' + table_name); def trace_end(): do_query(query, 'END TRANSACTION') printdate("Adding indexes") if perf_db_export_calls: do_query(query, 'CREATE INDEX pcpid_idx ON calls (parent_call_path_id)') do_query(query, 'CREATE INDEX pid_idx ON calls (parent_id)') printdate("Dropping unused tables") if is_table_empty("ptwrite"): drop("ptwrite") if is_table_empty("mwait") and is_table_empty("pwre") and is_table_empty("exstop") and is_table_empty("pwrx"): do_query(query, 'DROP VIEW power_events_view'); drop("mwait") drop("pwre") drop("exstop") drop("pwrx") if is_table_empty("cbr"): drop("cbr") if (unhandled_count): printdate("Warning: ", unhandled_count, " unhandled events") printdate("Done") def trace_unhandled(event_name, context, event_fields_dict): global unhandled_count unhandled_count += 1 def sched__sched_switch(*x): pass def bind_exec(q, n, x): for xx in x[0:n]: q.addBindValue(str(xx)) do_query_(q) def evsel_table(*x): bind_exec(evsel_query, 2, x) def machine_table(*x): bind_exec(machine_query, 3, x) def thread_table(*x): bind_exec(thread_query, 5, x) def comm_table(*x): bind_exec(comm_query, 5, x) def comm_thread_table(*x): bind_exec(comm_thread_query, 3, x) def dso_table(*x): bind_exec(dso_query, 5, x) def symbol_table(*x): bind_exec(symbol_query, 6, x) def branch_type_table(*x): bind_exec(branch_type_query, 2, x) def sample_table(*x): if branches: for xx in x[0:15]: sample_query.addBindValue(str(xx)) for xx in x[19:24]: sample_query.addBindValue(str(xx)) do_query_(sample_query) else: bind_exec(sample_query, 24, x) def call_path_table(*x): bind_exec(call_path_query, 4, x) def call_return_table(*x): bind_exec(call_query, 14, x) def ptwrite(id, raw_buf): data = struct.unpack_from("> 32) & 0x3 mwait_query.addBindValue(str(id)) mwait_query.addBindValue(str(hints)) mwait_query.addBindValue(str(extensions)) do_query_(mwait_query) def pwre(id, raw_buf): data = struct.unpack_from("> 7) & 1 cstate = (payload >> 12) & 0xf subcstate = (payload >> 8) & 0xf pwre_query.addBindValue(str(id)) pwre_query.addBindValue(str(cstate)) pwre_query.addBindValue(str(subcstate)) pwre_query.addBindValue(str(hw)) do_query_(pwre_query) def exstop(id, raw_buf): data = struct.unpack_from("> 4) & 0xf wake_reason = (payload >> 8) & 0xf pwrx_query.addBindValue(str(id)) pwrx_query.addBindValue(str(deepest_cstate)) pwrx_query.addBindValue(str(last_cstate)) pwrx_query.addBindValue(str(wake_reason)) do_query_(pwrx_query) def synth_data(id, config, raw_buf, *x): if config == 0: ptwrite(id, raw_buf) elif config == 1: mwait(id, raw_buf) elif config == 2: pwre(id, raw_buf) elif config == 3: exstop(id, raw_buf) elif config == 4: pwrx(id, raw_buf) elif config == 5: cbr(id, raw_buf)