1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
|
#!/usr/bin/python2
# SPDX-License-Identifier: GPL-2.0
# exported-sql-viewer.py: view data from sql database
# Copyright (c) 2014-2018, Intel Corporation.
# To use this script you will need to have exported data using either the
# export-to-sqlite.py or the export-to-postgresql.py script. Refer to those
# scripts for details.
#
# Following on from the example in the export scripts, a
# call-graph can be displayed for the pt_example database like this:
#
# python tools/perf/scripts/python/call-graph-from-sql.py pt_example
#
# Note that for PostgreSQL, this script supports connecting to remote databases
# by setting hostname, port, username, password, and dbname e.g.
#
# python tools/perf/scripts/python/call-graph-from-sql.py "hostname=myhost username=myuser password=mypassword dbname=pt_example"
#
# The result is a GUI window with a tree representing a context-sensitive
# call-graph. Expanding a couple of levels of the tree and adjusting column
# widths to suit will display something like:
#
# Call Graph: pt_example
# Call Path Object Count Time(ns) Time(%) Branch Count Branch Count(%)
# v- ls
# v- 2638:2638
# v- _start ld-2.19.so 1 10074071 100.0 211135 100.0
# |- unknown unknown 1 13198 0.1 1 0.0
# >- _dl_start ld-2.19.so 1 1400980 13.9 19637 9.3
# >- _d_linit_internal ld-2.19.so 1 448152 4.4 11094 5.3
# v-__libc_start_main@plt ls 1 8211741 81.5 180397 85.4
# >- _dl_fixup ld-2.19.so 1 7607 0.1 108 0.1
# >- __cxa_atexit libc-2.19.so 1 11737 0.1 10 0.0
# >- __libc_csu_init ls 1 10354 0.1 10 0.0
# |- _setjmp libc-2.19.so 1 0 0.0 4 0.0
# v- main ls 1 8182043 99.6 180254 99.9
#
# Points to note:
# The top level is a command name (comm)
# The next level is a thread (pid:tid)
# Subsequent levels are functions
# 'Count' is the number of calls
# 'Time' is the elapsed time until the function returns
# Percentages are relative to the level above
# 'Branch Count' is the total number of branches for that function and all
# functions that it calls
import sys
from PySide.QtCore import *
from PySide.QtGui import *
from PySide.QtSql import *
from decimal import *
# Data formatting helpers
def dsoname(name):
if name == "[kernel.kallsyms]":
return "[kernel]"
return name
# Percent to one decimal place
def PercentToOneDP(n, d):
if not d:
return "0.0"
x = (n * Decimal(100)) / d
return str(x.quantize(Decimal(".1"), rounding=ROUND_HALF_UP))
# Helper for queries that must not fail
def QueryExec(query, stmt):
ret = query.exec_(stmt)
if not ret:
raise Exception("Query failed: " + query.lastError().text())
class TreeItem():
def __init__(self, db, row, parent_item):
self.db = db
self.row = row
self.parent_item = parent_item
self.query_done = False;
self.child_count = 0
self.child_items = []
self.data = ["", "", "", "", "", "", ""]
self.comm_id = 0
self.thread_id = 0
self.call_path_id = 1
self.branch_count = 0
self.time = 0
if not parent_item:
self.setUpRoot()
def setUpRoot(self):
self.query_done = True
query = QSqlQuery(self.db)
QueryExec(query, 'SELECT id, comm FROM comms')
while query.next():
if not query.value(0):
continue
child_item = TreeItem(self.db, self.child_count, self)
self.child_items.append(child_item)
self.child_count += 1
child_item.setUpLevel1(query.value(0), query.value(1))
def setUpLevel1(self, comm_id, comm):
self.query_done = True;
self.comm_id = comm_id
self.data[0] = comm
self.child_items = []
self.child_count = 0
query = QSqlQuery(self.db)
QueryExec(query, 'SELECT thread_id, ( SELECT pid FROM threads WHERE id = thread_id ), ( SELECT tid FROM threads WHERE id = thread_id ) FROM comm_threads WHERE comm_id = ' + str(comm_id))
while query.next():
child_item = TreeItem(self.db, self.child_count, self)
self.child_items.append(child_item)
self.child_count += 1
child_item.setUpLevel2(comm_id, query.value(0), query.value(1), query.value(2))
def setUpLevel2(self, comm_id, thread_id, pid, tid):
self.comm_id = comm_id
self.thread_id = thread_id
self.data[0] = str(pid) + ":" + str(tid)
def getChildItem(self, row):
return self.child_items[row]
def getParentItem(self):
return self.parent_item
def getRow(self):
return self.row
def addChild(self, call_path_id, name, dso, count, time, branch_count):
child_item = TreeItem(self.db, self.child_count, self)
child_item.comm_id = self.comm_id
child_item.thread_id = self.thread_id
child_item.call_path_id = call_path_id
child_item.branch_count = branch_count
child_item.time = time
child_item.data[0] = name
child_item.data[1] = dsoname(dso)
child_item.data[2] = str(count)
child_item.data[3] = str(time)
child_item.data[4] = PercentToOneDP(time, self.time)
child_item.data[5] = str(branch_count)
child_item.data[6] = PercentToOneDP(branch_count, self.branch_count)
self.child_items.append(child_item)
self.child_count += 1
def selectCalls(self):
self.query_done = True;
query = QSqlQuery(self.db)
ret = query.exec_('SELECT id, call_path_id, branch_count, call_time, return_time, '
'( SELECT name FROM symbols WHERE id = ( SELECT symbol_id FROM call_paths WHERE id = call_path_id ) ), '
'( SELECT short_name FROM dsos WHERE id = ( SELECT dso_id FROM symbols WHERE id = ( SELECT symbol_id FROM call_paths WHERE id = call_path_id ) ) ), '
'( SELECT ip FROM call_paths where id = call_path_id ) '
'FROM calls WHERE parent_call_path_id = ' + str(self.call_path_id) + ' AND comm_id = ' + str(self.comm_id) + ' AND thread_id = ' + str(self.thread_id) +
' ORDER BY call_path_id')
if not ret:
raise Exception("Query failed: " + query.lastError().text())
last_call_path_id = 0
name = ""
dso = ""
count = 0
branch_count = 0
total_branch_count = 0
time = 0
total_time = 0
while query.next():
if query.value(1) == last_call_path_id:
count += 1
branch_count += query.value(2)
time += query.value(4) - query.value(3)
else:
if count:
self.addChild(last_call_path_id, name, dso, count, time, branch_count)
last_call_path_id = query.value(1)
name = query.value(5)
dso = query.value(6)
count = 1
total_branch_count += branch_count
total_time += time
branch_count = query.value(2)
time = query.value(4) - query.value(3)
if count:
self.addChild(last_call_path_id, name, dso, count, time, branch_count)
total_branch_count += branch_count
total_time += time
# Top level does not have time or branch count, so fix that here
if total_branch_count > self.branch_count:
self.branch_count = total_branch_count
if self.branch_count:
for child_item in self.child_items:
child_item.data[6] = PercentToOneDP(child_item.branch_count, self.branch_count)
if total_time > self.time:
self.time = total_time
if self.time:
for child_item in self.child_items:
child_item.data[4] = PercentToOneDP(child_item.time, self.time)
def childCount(self):
if not self.query_done:
self.selectCalls()
return self.child_count
def hasChildren(self):
if not self.query_done:
return True
return self.child_count > 0
def getData(self, column):
return self.data[column]
# Tree data model
class TreeModel(QAbstractItemModel):
def __init__(self, root, parent=None):
super(TreeModel, self).__init__(parent)
self.root = root
self.last_row_read = 0
def Item(self, parent):
if parent.isValid():
return parent.internalPointer()
else:
return self.root
def rowCount(self, parent):
result = self.Item(parent).childCount()
if result < 0:
result = 0
self.dataChanged.emit(parent, parent)
return result
def hasChildren(self, parent):
return self.Item(parent).hasChildren()
def headerData(self, section, orientation, role):
if role == Qt.TextAlignmentRole:
return self.columnAlignment(section)
if role != Qt.DisplayRole:
return None
if orientation != Qt.Horizontal:
return None
return self.columnHeader(section)
def parent(self, child):
child_item = child.internalPointer()
if child_item is self.root:
return QModelIndex()
parent_item = child_item.getParentItem()
return self.createIndex(parent_item.getRow(), 0, parent_item)
def index(self, row, column, parent):
child_item = self.Item(parent).getChildItem(row)
return self.createIndex(row, column, child_item)
def DisplayData(self, item, index):
return item.getData(index.column())
def columnAlignment(self, column):
return Qt.AlignLeft
def columnFont(self, column):
return None
def data(self, index, role):
if role == Qt.TextAlignmentRole:
return self.columnAlignment(index.column())
if role == Qt.FontRole:
return self.columnFont(index.column())
if role != Qt.DisplayRole:
return None
item = index.internalPointer()
return self.DisplayData(item, index)
# Context-sensitive call graph data model
class CallGraphModel(TreeModel):
def __init__(self, glb, parent=None):
super(CallGraphModel, self).__init__(TreeItem(glb.db, 0, None), parent)
self.glb = glb
def columnCount(self, parent=None):
return 7
def columnHeader(self, column):
headers = ["Call Path", "Object", "Count ", "Time (ns) ", "Time (%) ", "Branch Count ", "Branch Count (%) "]
return headers[column]
def columnAlignment(self, column):
alignment = [ Qt.AlignLeft, Qt.AlignLeft, Qt.AlignRight, Qt.AlignRight, Qt.AlignRight, Qt.AlignRight, Qt.AlignRight ]
return alignment[column]
# Main window
class MainWindow(QMainWindow):
def __init__(self, glb, parent=None):
super(MainWindow, self).__init__(parent)
self.glb = glb
self.setWindowTitle("Call Graph: " + glb.dbname)
self.move(100, 100)
self.resize(800, 600)
self.setWindowIcon(self.style().standardIcon(QStyle.SP_ComputerIcon))
self.setMinimumSize(200, 100)
self.model = CallGraphModel(glb)
self.view = QTreeView()
self.view.setModel(self.model)
for c, w in ((0, 250), (1, 100), (2, 60), (3, 70), (4, 70), (5, 100)):
self.view.setColumnWidth(c, w)
self.setCentralWidget(self.view)
# Global data
class Glb():
def __init__(self, dbref, db, dbname):
self.dbref = dbref
self.db = db
self.dbname = dbname
self.app = None
self.mainwindow = None
# Database reference
class DBRef():
def __init__(self, is_sqlite3, dbname):
self.is_sqlite3 = is_sqlite3
self.dbname = dbname
def Open(self, connection_name):
dbname = self.dbname
if self.is_sqlite3:
db = QSqlDatabase.addDatabase("QSQLITE", connection_name)
else:
db = QSqlDatabase.addDatabase("QPSQL", connection_name)
opts = dbname.split()
for opt in opts:
if "=" in opt:
opt = opt.split("=")
if opt[0] == "hostname":
db.setHostName(opt[1])
elif opt[0] == "port":
db.setPort(int(opt[1]))
elif opt[0] == "username":
db.setUserName(opt[1])
elif opt[0] == "password":
db.setPassword(opt[1])
elif opt[0] == "dbname":
dbname = opt[1]
else:
dbname = opt
db.setDatabaseName(dbname)
if not db.open():
raise Exception("Failed to open database " + dbname + " error: " + db.lastError().text())
return db, dbname
# Main
def Main():
if (len(sys.argv) < 2):
print >> sys.stderr, "Usage is: call-graph-from-sql.py <database name>"
raise Exception("Too few arguments")
dbname = sys.argv[1]
is_sqlite3 = False
try:
f = open(dbname)
if f.read(15) == "SQLite format 3":
is_sqlite3 = True
f.close()
except:
pass
dbref = DBRef(is_sqlite3, dbname)
db, dbname = dbref.Open("main")
glb = Glb(dbref, db, dbname)
app = QApplication(sys.argv)
glb.app = app
mainwindow = MainWindow(glb)
glb.mainwindow = mainwindow
mainwindow.show()
err = app.exec_()
db.close()
sys.exit(err)
if __name__ == "__main__":
Main()
|