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Subject[tip:perf/core] perf script python: Add support for exporting to sqlite3
Commit-ID:  564b9527d1ccf5d581275391e39ac4b1f29f0d08
Gitweb: http://git.kernel.org/tip/564b9527d1ccf5d581275391e39ac4b1f29f0d08
Author: Adrian Hunter <adrian.hunter@intel.com>
AuthorDate: Thu, 3 Aug 2017 11:31:28 +0300
Committer: Arnaldo Carvalho de Melo <acme@redhat.com>
CommitDate: Tue, 15 Aug 2017 16:37:55 -0300

perf script python: Add support for exporting to sqlite3

Add support for exporting to SQLite 3 the same data as the PostgreSQL
export.

Committer note:

Tested on RHEL 7.4 using the 1.2.2-4el python-pyside packages from EPEL.

Signed-off-by: Adrian Hunter <adrian.hunter@intel.com>
Tested-by: Arnaldo Carvalho de Melo <acme@redhat.com>
Link: http://lkml.kernel.org/r/1501749090-20357-4-git-send-email-adrian.hunter@intel.com
Signed-off-by: Arnaldo Carvalho de Melo <acme@redhat.com>
---
tools/perf/Documentation/intel-pt.txt | 6 +-
.../scripts/python/bin/export-to-sqlite-record | 8 +
.../scripts/python/bin/export-to-sqlite-report | 29 ++
tools/perf/scripts/python/export-to-sqlite.py | 451 +++++++++++++++++++++
4 files changed, 491 insertions(+), 3 deletions(-)

diff --git a/tools/perf/Documentation/intel-pt.txt b/tools/perf/Documentation/intel-pt.txt
index 4b6cdbf..8e8ae3a 100644
--- a/tools/perf/Documentation/intel-pt.txt
+++ b/tools/perf/Documentation/intel-pt.txt
@@ -104,9 +104,9 @@ system, asynchronous, interrupt, transaction abort, trace begin, trace end, and
in transaction, respectively.

While it is possible to create scripts to analyze the data, an alternative
-approach is available to export the data to a postgresql database. Refer to
-script export-to-postgresql.py for more details, and to script
-call-graph-from-postgresql.py for an example of using the database.
+approach is available to export the data to a sqlite or postgresql database.
+Refer to script export-to-sqlite.py or export-to-postgresql.py for more details,
+and to script call-graph-from-postgresql.py for an example of using the database.

There is also script intel-pt-events.py which provides an example of how to
unpack the raw data for power events and PTWRITE.
diff --git a/tools/perf/scripts/python/bin/export-to-sqlite-record b/tools/perf/scripts/python/bin/export-to-sqlite-record
new file mode 100644
index 0000000..070204f
--- /dev/null
+++ b/tools/perf/scripts/python/bin/export-to-sqlite-record
@@ -0,0 +1,8 @@
+#!/bin/bash
+
+#
+# export perf data to a sqlite3 database. Can cover
+# perf ip samples (excluding the tracepoints). No special
+# record requirements, just record what you want to export.
+#
+perf record $@
diff --git a/tools/perf/scripts/python/bin/export-to-sqlite-report b/tools/perf/scripts/python/bin/export-to-sqlite-report
new file mode 100644
index 0000000..5ff6033
--- /dev/null
+++ b/tools/perf/scripts/python/bin/export-to-sqlite-report
@@ -0,0 +1,29 @@
+#!/bin/bash
+# description: export perf data to a sqlite3 database
+# args: [database name] [columns] [calls]
+n_args=0
+for i in "$@"
+do
+ if expr match "$i" "-" > /dev/null ; then
+ break
+ fi
+ n_args=$(( $n_args + 1 ))
+done
+if [ "$n_args" -gt 3 ] ; then
+ echo "usage: export-to-sqlite-report [database name] [columns] [calls]"
+ exit
+fi
+if [ "$n_args" -gt 2 ] ; then
+ dbname=$1
+ columns=$2
+ calls=$3
+ shift 3
+elif [ "$n_args" -gt 1 ] ; then
+ dbname=$1
+ columns=$2
+ shift 2
+elif [ "$n_args" -gt 0 ] ; then
+ dbname=$1
+ shift
+fi
+perf script $@ -s "$PERF_EXEC_PATH"/scripts/python/export-to-sqlite.py $dbname $columns $calls
diff --git a/tools/perf/scripts/python/export-to-sqlite.py b/tools/perf/scripts/python/export-to-sqlite.py
new file mode 100644
index 0000000..f827bf7
--- /dev/null
+++ b/tools/perf/scripts/python/export-to-sqlite.py
@@ -0,0 +1,451 @@
+# 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.
+
+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.
+#
+# 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
+# call-graph-from-sql.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.
+
+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 usage():
+ print >> sys.stderr, "Usage is: export-to-sqlite.py <database name> [<columns>] [<calls>] [<callchains>]"
+ print >> sys.stderr, "where: columns 'all' or 'branches'"
+ print >> sys.stderr, " calls 'calls' => create calls and call_paths table"
+ print >> sys.stderr, " callchains 'callchains' => create call_paths table"
+ raise Exception("Too few 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
+ 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())
+
+print datetime.datetime.today(), "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))')
+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)')
+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)')
+
+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)')
+
+# 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,'
+ 'call_id,'
+ 'return_id,'
+ 'CASE WHEN flags=1 THEN \'no call\' WHEN flags=2 THEN \'no return\' WHEN flags=3 THEN \'no call/return\' ELSE \'\' END AS flags,'
+ 'parent_call_path_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'
+ ' FROM samples')
+
+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 (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)")
+
+def trace_begin():
+ print datetime.datetime.today(), "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")
+ 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)
+ if perf_db_export_calls or perf_db_export_callchains:
+ call_path_table(0, 0, 0, 0)
+
+unhandled_count = 0
+
+def trace_end():
+ do_query(query, 'END TRANSACTION')
+
+ print datetime.datetime.today(), "Adding indexes"
+ if perf_db_export_calls:
+ do_query(query, 'CREATE INDEX pcpid_idx ON calls (parent_call_path_id)')
+
+ if (unhandled_count):
+ print datetime.datetime.today(), "Warning: ", unhandled_count, " unhandled events"
+ print datetime.datetime.today(), "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, 2, 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:
+ bind_exec(sample_query, 18, x)
+ else:
+ bind_exec(sample_query, 22, x)
+
+def call_path_table(*x):
+ bind_exec(call_path_query, 4, x)
+
+def call_return_table(*x):
+ bind_exec(call_query, 11, x)
\
 
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