diff options
Diffstat (limited to 'tools/perf/scripts/python')
| -rw-r--r-- | tools/perf/scripts/python/bin/compaction-times-record | 2 | ||||
| -rw-r--r-- | tools/perf/scripts/python/bin/compaction-times-report | 4 | ||||
| -rw-r--r-- | tools/perf/scripts/python/call-graph-from-postgresql.py | 327 | ||||
| -rw-r--r-- | tools/perf/scripts/python/compaction-times.py | 311 | ||||
| -rw-r--r-- | tools/perf/scripts/python/export-to-postgresql.py | 47 | 
5 files changed, 691 insertions, 0 deletions
| diff --git a/tools/perf/scripts/python/bin/compaction-times-record b/tools/perf/scripts/python/bin/compaction-times-record new file mode 100644 index 000000000000..6edcd40e14e8 --- /dev/null +++ b/tools/perf/scripts/python/bin/compaction-times-record @@ -0,0 +1,2 @@ +#!/bin/bash +perf record -e compaction:mm_compaction_begin -e compaction:mm_compaction_end -e compaction:mm_compaction_migratepages -e compaction:mm_compaction_isolate_migratepages -e compaction:mm_compaction_isolate_freepages $@ diff --git a/tools/perf/scripts/python/bin/compaction-times-report b/tools/perf/scripts/python/bin/compaction-times-report new file mode 100644 index 000000000000..3dc13897cfde --- /dev/null +++ b/tools/perf/scripts/python/bin/compaction-times-report @@ -0,0 +1,4 @@ +#!/bin/bash +#description: display time taken by mm compaction +#args: [-h] [-u] [-p|-pv] [-t | [-m] [-fs] [-ms]] [pid|pid-range|comm-regex] +perf script -s "$PERF_EXEC_PATH"/scripts/python/compaction-times.py $@ diff --git a/tools/perf/scripts/python/call-graph-from-postgresql.py b/tools/perf/scripts/python/call-graph-from-postgresql.py new file mode 100644 index 000000000000..e78fdc2a5a9d --- /dev/null +++ b/tools/perf/scripts/python/call-graph-from-postgresql.py @@ -0,0 +1,327 @@ +#!/usr/bin/python2 +# call-graph-from-postgresql.py: create call-graph from postgresql database +# Copyright (c) 2014, 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. + +# To use this script you will need to have exported data using the +# export-to-postgresql.py script.  Refer to that script for details. +# +# Following on from the example in the export-to-postgresql.py script, a +# call-graph can be displayed for the pt_example database like this: +# +#	python tools/perf/scripts/python/call-graph-from-postgresql.py pt_example +# +# Note 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-postgresql.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 * + +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) +		ret = query.exec_('SELECT id, comm FROM comms') +		if not ret: +			raise Exception("Query failed: " + query.lastError().text()) +		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) +		ret = query.exec_('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)) +		if not ret: +			raise Exception("Query failed: " + query.lastError().text()) +		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 timePercent(self, b): +		if not self.time: +			return "0.0" +		x = (b * Decimal(100)) / self.time +		return str(x.quantize(Decimal('.1'), rounding=ROUND_HALF_UP)) + +	def branchPercent(self, b): +		if not self.branch_count: +			return "0.0" +		x = (b * Decimal(100)) / self.branch_count +		return str(x.quantize(Decimal('.1'), rounding=ROUND_HALF_UP)) + +	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 +		if dso == "[kernel.kallsyms]": +			dso = "[kernel]" +		child_item.data[1] = dso +		child_item.data[2] = str(count) +		child_item.data[3] = str(time) +		child_item.data[4] = self.timePercent(time) +		child_item.data[5] = str(branch_count) +		child_item.data[6] = self.branchPercent(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] = self.branchPercent(child_item.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] = self.timePercent(child_item.time) + +	def childCount(self): +		if not self.query_done: +			self.selectCalls() +		return self.child_count + +	def columnCount(self): +		return 7 + +	def columnHeader(self, column): +		headers = ["Call Path", "Object", "Count ", "Time (ns) ", "Time (%) ", "Branch Count ", "Branch Count (%) "] +		return headers[column] + +	def getData(self, column): +		return self.data[column] + +class TreeModel(QAbstractItemModel): + +	def __init__(self, db, parent=None): +		super(TreeModel, self).__init__(parent) +		self.db = db +		self.root = TreeItem(db, 0, None) + +	def columnCount(self, parent): +		return self.root.columnCount() + +	def rowCount(self, parent): +		if parent.isValid(): +			parent_item = parent.internalPointer() +		else: +			parent_item = self.root +		return parent_item.childCount() + +	def headerData(self, section, orientation, role): +		if role == Qt.TextAlignmentRole: +			if section > 1: +				return Qt.AlignRight +		if role != Qt.DisplayRole: +			return None +		if orientation != Qt.Horizontal: +			return None +		return self.root.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): +		if parent.isValid(): +			parent_item = parent.internalPointer() +		else: +			parent_item = self.root +		child_item = parent_item.getChildItem(row) +		return self.createIndex(row, column, child_item) + +	def data(self, index, role): +		if role == Qt.TextAlignmentRole: +			if index.column() > 1: +				return Qt.AlignRight +		if role != Qt.DisplayRole: +			return None +		index_item = index.internalPointer() +		return index_item.getData(index.column()) + +class MainWindow(QMainWindow): + +	def __init__(self, db, dbname, parent=None): +		super(MainWindow, self).__init__(parent) + +		self.setObjectName("MainWindow") +		self.setWindowTitle("Call Graph: " + dbname) +		self.move(100, 100) +		self.resize(800, 600) +		style = self.style() +		icon = style.standardIcon(QStyle.SP_MessageBoxInformation) +		self.setWindowIcon(icon); + +		self.model = TreeModel(db) + +		self.view = QTreeView() +		self.view.setModel(self.model) + +		self.setCentralWidget(self.view) + +if __name__ == '__main__': +	if (len(sys.argv) < 2): +		print >> sys.stderr, "Usage is: call-graph-from-postgresql.py <database name>" +		raise Exception("Too few arguments") + +	dbname = sys.argv[1] + +	db = QSqlDatabase.addDatabase('QPSQL') + +	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()) + +	app = QApplication(sys.argv) +	window = MainWindow(db, dbname) +	window.show() +	err = app.exec_() +	db.close() +	sys.exit(err) diff --git a/tools/perf/scripts/python/compaction-times.py b/tools/perf/scripts/python/compaction-times.py new file mode 100644 index 000000000000..239cb0568ec3 --- /dev/null +++ b/tools/perf/scripts/python/compaction-times.py @@ -0,0 +1,311 @@ +# report time spent in compaction +# Licensed under the terms of the GNU GPL License version 2 + +# testing: +# 'echo 1 > /proc/sys/vm/compact_memory' to force compaction of all zones + +import os +import sys +import re + +import signal +signal.signal(signal.SIGPIPE, signal.SIG_DFL) + +usage = "usage: perf script report compaction-times.py -- [-h] [-u] [-p|-pv] [-t | [-m] [-fs] [-ms]] [pid|pid-range|comm-regex]\n" + +class popt: +	DISP_DFL = 0 +	DISP_PROC = 1 +	DISP_PROC_VERBOSE=2 + +class topt: +	DISP_TIME = 0 +	DISP_MIG = 1 +	DISP_ISOLFREE = 2 +	DISP_ISOLMIG = 4 +	DISP_ALL = 7 + +class comm_filter: +	def __init__(self, re): +		self.re = re + +	def filter(self, pid, comm): +		m = self.re.search(comm) +		return m == None or m.group() == "" + +class pid_filter: +	def __init__(self, low, high): +		self.low = (0 if low == "" else int(low)) +		self.high = (0 if high == "" else int(high)) + +	def filter(self, pid, comm): +		return not (pid >= self.low and (self.high == 0 or pid <= self.high)) + +def set_type(t): +	global opt_disp +	opt_disp = (t if opt_disp == topt.DISP_ALL else opt_disp|t) + +def ns(sec, nsec): +	return (sec * 1000000000) + nsec + +def time(ns): +	return "%dns" % ns if opt_ns else "%dus" % (round(ns, -3) / 1000) + +class pair: +	def __init__(self, aval, bval, alabel = None, blabel = None): +		self.alabel = alabel +		self.blabel = blabel +		self.aval = aval +		self.bval = bval + +	def __add__(self, rhs): +		self.aval += rhs.aval +		self.bval += rhs.bval +		return self + +	def __str__(self): +		return "%s=%d %s=%d" % (self.alabel, self.aval, self.blabel, self.bval) + +class cnode: +	def __init__(self, ns): +		self.ns = ns +		self.migrated = pair(0, 0, "moved", "failed") +		self.fscan = pair(0,0, "scanned", "isolated") +		self.mscan = pair(0,0, "scanned", "isolated") + +	def __add__(self, rhs): +		self.ns += rhs.ns +		self.migrated += rhs.migrated +		self.fscan += rhs.fscan +		self.mscan += rhs.mscan +		return self + +	def __str__(self): +		prev = 0 +		s = "%s " % time(self.ns) +		if (opt_disp & topt.DISP_MIG): +			s += "migration: %s" % self.migrated +			prev = 1 +		if (opt_disp & topt.DISP_ISOLFREE): +			s += "%sfree_scanner: %s" % (" " if prev else "", self.fscan) +			prev = 1 +		if (opt_disp & topt.DISP_ISOLMIG): +			s += "%smigration_scanner: %s" % (" " if prev else "", self.mscan) +		return s + +	def complete(self, secs, nsecs): +		self.ns = ns(secs, nsecs) - self.ns + +	def increment(self, migrated, fscan, mscan): +		if (migrated != None): +			self.migrated += migrated +		if (fscan != None): +			self.fscan += fscan +		if (mscan != None): +			self.mscan += mscan + + +class chead: +	heads = {} +	val = cnode(0); +	fobj = None + +	@classmethod +	def add_filter(cls, filter): +		cls.fobj = filter + +	@classmethod +	def create_pending(cls, pid, comm, start_secs, start_nsecs): +		filtered = 0 +		try: +			head = cls.heads[pid] +			filtered = head.is_filtered() +		except KeyError: +			if cls.fobj != None: +				filtered = cls.fobj.filter(pid, comm) +			head = cls.heads[pid] = chead(comm, pid, filtered) + +		if not filtered: +			head.mark_pending(start_secs, start_nsecs) + +	@classmethod +	def increment_pending(cls, pid, migrated, fscan, mscan): +		head = cls.heads[pid] +		if not head.is_filtered(): +			if head.is_pending(): +				head.do_increment(migrated, fscan, mscan) +			else: +				sys.stderr.write("missing start compaction event for pid %d\n" % pid) + +	@classmethod +	def complete_pending(cls, pid, secs, nsecs): +		head = cls.heads[pid] +		if not head.is_filtered(): +			if head.is_pending(): +				head.make_complete(secs, nsecs) +			else: +				sys.stderr.write("missing start compaction event for pid %d\n" % pid) + +	@classmethod +	def gen(cls): +		if opt_proc != popt.DISP_DFL: +			for i in cls.heads: +				yield cls.heads[i] + +	@classmethod +	def str(cls): +		return cls.val + +	def __init__(self, comm, pid, filtered): +		self.comm = comm +		self.pid = pid +		self.val = cnode(0) +		self.pending = None +		self.filtered = filtered +		self.list = [] + +	def __add__(self, rhs): +		self.ns += rhs.ns +		self.val += rhs.val +		return self + +	def mark_pending(self, secs, nsecs): +		self.pending = cnode(ns(secs, nsecs)) + +	def do_increment(self, migrated, fscan, mscan): +		self.pending.increment(migrated, fscan, mscan) + +	def make_complete(self, secs, nsecs): +		self.pending.complete(secs, nsecs) +		chead.val += self.pending + +		if opt_proc != popt.DISP_DFL: +			self.val += self.pending + +			if opt_proc == popt.DISP_PROC_VERBOSE: +				self.list.append(self.pending) +		self.pending = None + +	def enumerate(self): +		if opt_proc == popt.DISP_PROC_VERBOSE and not self.is_filtered(): +			for i, pelem in enumerate(self.list): +				sys.stdout.write("%d[%s].%d: %s\n" % (self.pid, self.comm, i+1, pelem)) + +	def is_pending(self): +		return self.pending != None + +	def is_filtered(self): +		return self.filtered + +	def display(self): +		if not self.is_filtered(): +			sys.stdout.write("%d[%s]: %s\n" % (self.pid, self.comm, self.val)) + + +def trace_end(): +	sys.stdout.write("total: %s\n" % chead.str()) +	for i in chead.gen(): +		i.display(), +		i.enumerate() + +def compaction__mm_compaction_migratepages(event_name, context, common_cpu, +	common_secs, common_nsecs, common_pid, common_comm, +	common_callchain, nr_migrated, nr_failed): + +	chead.increment_pending(common_pid, +		pair(nr_migrated, nr_failed), None, None) + +def compaction__mm_compaction_isolate_freepages(event_name, context, common_cpu, +        common_secs, common_nsecs, common_pid, common_comm, +        common_callchain, start_pfn, end_pfn, nr_scanned, nr_taken): + +	chead.increment_pending(common_pid, +		None, pair(nr_scanned, nr_taken), None) + +def compaction__mm_compaction_isolate_migratepages(event_name, context, common_cpu, +        common_secs, common_nsecs, common_pid, common_comm, +        common_callchain, start_pfn, end_pfn, nr_scanned, nr_taken): + +	chead.increment_pending(common_pid, +		None, None, pair(nr_scanned, nr_taken)) + +def compaction__mm_compaction_end(event_name, context, common_cpu, +	common_secs, common_nsecs, common_pid, common_comm, +	common_callchain, zone_start, migrate_start, free_start, zone_end, +	sync, status): + +	chead.complete_pending(common_pid, common_secs, common_nsecs) + +def compaction__mm_compaction_begin(event_name, context, common_cpu, +	common_secs, common_nsecs, common_pid, common_comm, +	common_callchain, zone_start, migrate_start, free_start, zone_end, +	sync): + +	chead.create_pending(common_pid, common_comm, common_secs, common_nsecs) + +def pr_help(): +	global usage + +	sys.stdout.write(usage) +	sys.stdout.write("\n") +	sys.stdout.write("-h	display this help\n") +	sys.stdout.write("-p	display by process\n") +	sys.stdout.write("-pv	display by process (verbose)\n") +	sys.stdout.write("-t	display stall times only\n") +	sys.stdout.write("-m	display stats for migration\n") +	sys.stdout.write("-fs	display stats for free scanner\n") +	sys.stdout.write("-ms	display stats for migration scanner\n") +	sys.stdout.write("-u	display results in microseconds (default nanoseconds)\n") + + +comm_re = None +pid_re = None +pid_regex = "^(\d*)-(\d*)$|^(\d*)$" + +opt_proc = popt.DISP_DFL +opt_disp = topt.DISP_ALL + +opt_ns = True + +argc = len(sys.argv) - 1 +if argc >= 1: +	pid_re = re.compile(pid_regex) + +	for i, opt in enumerate(sys.argv[1:]): +		if opt[0] == "-": +			if opt == "-h": +				pr_help() +				exit(0); +			elif opt == "-p": +				opt_proc = popt.DISP_PROC +			elif opt == "-pv": +				opt_proc = popt.DISP_PROC_VERBOSE +			elif opt == '-u': +				opt_ns = False +			elif opt == "-t": +				set_type(topt.DISP_TIME) +			elif opt == "-m": +				set_type(topt.DISP_MIG) +			elif opt == "-fs": +				set_type(topt.DISP_ISOLFREE) +			elif opt == "-ms": +				set_type(topt.DISP_ISOLMIG) +			else: +				sys.exit(usage) + +		elif i == argc - 1: +			m = pid_re.search(opt) +			if m != None and m.group() != "": +				if m.group(3) != None: +					f = pid_filter(m.group(3), m.group(3)) +				else: +					f = pid_filter(m.group(1), m.group(2)) +			else: +				try: +					comm_re=re.compile(opt) +				except: +					sys.stderr.write("invalid regex '%s'" % opt) +					sys.exit(usage) +				f = comm_filter(comm_re) + +			chead.add_filter(f) diff --git a/tools/perf/scripts/python/export-to-postgresql.py b/tools/perf/scripts/python/export-to-postgresql.py index 4cdafd880074..84a32037a80f 100644 --- a/tools/perf/scripts/python/export-to-postgresql.py +++ b/tools/perf/scripts/python/export-to-postgresql.py @@ -15,6 +15,53 @@ 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-psql for Qt postgresql support. +# +# The script assumes postgresql is running on the local machine and that the +# user has postgresql permissions to create databases. Examples of installing +# postgresql and adding such a user are: +# +# fedora: +# +#	$ sudo yum install postgresql postgresql-server python-pyside qt-postgresql +#	$ sudo su - postgres -c initdb +#	$ sudo service postgresql start +#	$ sudo su - postgres +#	$ createuser <your user id here> +#	Shall the new role be a superuser? (y/n) y +# +# ubuntu: +# +#	$ sudo apt-get install postgresql +#	$ sudo su - postgres +#	$ createuser <your user id here> +#	Shall the new role be a superuser? (y/n) y +# +# 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-postgresql.py pt_example branches calls +#	2015-05-29 12:49:23.464364 Creating database... +#	2015-05-29 12:49:26.281717 Writing to intermediate files... +#	2015-05-29 12:49:27.190383 Copying to database... +#	2015-05-29 12:49:28.140451 Removing intermediate files... +#	2015-05-29 12:49:28.147451 Adding primary keys +#	2015-05-29 12:49:28.655683 Adding foreign keys +#	2015-05-29 12:49:29.365350 Done +# +# To browse the database, psql can be used e.g. +# +#	$ psql pt_example +#	pt_example=# select * from samples_view where id < 100; +#	pt_example=# \d+ +#	pt_example=# \d+ samples_view +#	pt_example=# \q +# +# An example of using the database is provided by the script +# call-graph-from-postgresql.py.  Refer to that script for details. +  from PySide.QtSql import *  # Need to access PostgreSQL C library directly to use COPY FROM STDIN |