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#!/usr/bin/env python
# -*- coding: UTF-8 -*-
from collections import defaultdict
import os
import pstats
from enthought.developer.tools.universal_inspector import FileInspector
from enthought.traits.api import (Any, Bool, Constant, Dict, Event, Float,
HasTraits, Instance, List, Property, Str, on_trait_change)
from enthought.traits.ui import api as tui
from enthought.traits.ui.tabular_adapter import TabularAdapter
class SuperTuple(tuple):
""" Generic super-tuple using pre-defined attribute names.
"""
__names__ = []
def __init__(self, *args, **kwds):
super(SuperTuple, self).__init__(*args, **kwds)
for i, attr in enumerate(self.__class__.__names__):
setattr(self, attr, self[i])
class Subrecord(SuperTuple):
""" The records referring to the calls a function makes.
"""
__names__ = ['file_line_name', 'ncalls', 'nonrec_calls',
'inline_time', 'cum_time']
@property
def file(self):
return self[0][0]
@property
def line(self):
return self[0][1]
@property
def func_name(self):
return self[0][2]
class Record(Subrecord):
""" The top-level profiling record of a function.
"""
__names__ = ['file_line_name', 'ncalls', 'nonrec_calls',
'inline_time', 'cum_time', 'callers']
profile_columns = [
('# Calls', 'ncalls'),
('# Nonrec', 'nonrec_calls'),
('Self Time', 'inline_time'),
('Cum. Time', 'cum_time'),
('Name', 'func_name'),
('Line', 'line'),
('File', 'file'),
]
class ProfileAdapter(TabularAdapter):
""" Display profiling records in a TabularEditor.
"""
columns = profile_columns
# Whether filenames should only be displayed as basenames or not.
basenames = Bool(True, update=True)
# Whether times should be shown as percentages or not.
percentages = Bool(True, update=True)
# The total time to use for calculating percentages.
total_time = Float(1.0, update=True)
ncalls_width = Constant(55)
nonrec_calls_width = Constant(55)
inline_time_width = Constant(75)
cum_time_width = Constant(75)
func_name_width = Constant(200)
line_width = Constant(50)
file_text = Property(Str)
inline_time_text = Property(Str)
cum_time_text = Property(Str)
def _get_file_text(self):
fn = self.item.file_line_name[0]
if self.basenames and fn != '~':
fn = os.path.basename(fn)
return fn
def _get_inline_time_text(self):
if self.percentages:
return '%2.3f' % (self.item.inline_time * 100.0 / self.total_time)
else:
return str(self.item.inline_time)
def _get_cum_time_text(self):
if self.percentages:
return '%2.3f' % (self.item.cum_time * 100.0 / self.total_time)
else:
return str(self.item.cum_time)
def get_profile_editor(adapter):
return tui.TabularEditor(
adapter=adapter,
editable=False,
operations=[],
selected='selected_record',
column_clicked='column_clicked',
dclicked='dclicked',
)
class ProfileResults(HasTraits):
""" Display profiling results.
"""
# The sorted list of Records that mirrors this dictionary.
records = List()
selected_record = Any()
dclicked = Event()
column_clicked = Event()
# The total time in seconds for the set of records.
total_time = Float(1.0)
# The column name to sort on.
sort_key = Str('inline_time')
sort_ascending = Bool(False)
adapter = Instance(ProfileAdapter)
basenames = Bool(True)
percentages = Bool(True)
def trait_view(self, name=None, view_element=None):
if name or view_element is not None:
return super(ProfileResults, self).trait_view(name=name,
view_element=view_element)
view = tui.View(
tui.Group(
tui.Item('total_time', style='readonly'),
),
tui.Item('records', editor=get_profile_editor(self.adapter),
show_label=False),
width=1024,
height=768,
resizable=True,
)
return view
def sorter(self, record):
""" Return the appropriate sort key for sorting the records.
"""
return getattr(record, self.sort_key)
def sort_records(self, records):
""" Resort the records according to the current settings.
"""
records = sorted(records, key=self.sorter)
if not self.sort_ascending:
records = records[::-1]
return records
def _adapter_default(self):
return ProfileAdapter(basenames=self.basenames,
percentages=self.percentages, total_time=self.total_time)
@on_trait_change('total_time,percentages,basenames')
def _adapter_traits_changed(self, object, name, old, new):
setattr(self.adapter, name, new)
@on_trait_change('sort_key,sort_ascending')
def _resort(self):
self.records = self.sort_records(self.records)
def _column_clicked_changed(self, new):
if new is None:
return
if isinstance(new.column, int):
key = profile_columns[new.column][1]
else:
key = new.column
if key == self.sort_key:
# Just flip the order.
self.sort_ascending = not self.sort_ascending
else:
self.trait_set(sort_ascending=False, sort_key=key)
class SillyStatsWrapper(object):
""" Wrap any object with a .stats attribute or a .stats dictionary such that
it can be passed to a Stats() constructor.
"""
def __init__(self, obj=None):
if obj is None:
self.stats = {}
elif isinstance(obj, dict):
self.stats = obj
elif isinstance(obj, basestring):
# Load from a file.
self.stats = pstats.Stats(obj)
elif hasattr(obj, 'stats'):
self.stats = obj.stats
elif hasattr(obj, 'create_stats'):
obj.create_stats()
self.stats = obj.stats
else:
raise TypeError("don't know how to fake a Stats with %r" % (obj,))
def create_stats(self):
pass
@classmethod
def getstats(cls, obj=None):
self = cls(obj)
return pstats.Stats(self)
class Sike(HasTraits):
""" Tie several profile-related widgets together.
Sike is like Gotcha, only less mature.
"""
# The main pstats.Stats() object providing the data.
stats = Any()
# The main results and the subcalls.
main_results = Instance(ProfileResults, args=())
caller_results = Instance(ProfileResults, args=())
callee_results = Instance(ProfileResults, args=())
# The records have list of callers. Invert this to give a map from function
# to callee.
callee_map = Dict()
# Map from the (file, lineno, name) tuple to the record.
record_map = Dict()
#### GUI traits ############################################################
basenames = Bool(True)
percentages = Bool(True)
file_inspector = Instance(FileInspector, args=())
traits_view = tui.View(
tui.VGroup(
tui.HGroup(
tui.Item('basenames'),
tui.Item('percentages'),
),
tui.HGroup(
tui.Item('main_results', show_label=False),
tui.VGroup(
tui.Label('Callees'),
tui.Item('callee_results', show_label=False),
tui.Label('Callers'),
tui.Item('caller_results', show_label=False),
tui.Item('file_inspector', show_label=False),
),
style='custom',
),
),
width=1024,
height=768,
resizable=True,
title='Profiling results',
)
@classmethod
def fromstats(cls, stats, **traits):
""" Instantiate an Sike from a Stats object, Stats.stats dictionary, or
Profile object, or a filename of the saved Stats data.
"""
stats = SillyStatsWrapper.getstats(stats)
self = cls(stats=stats, **traits)
self._refresh_stats()
return self
def add_stats(self, stats):
""" Add new statistics.
"""
stats = SillyStatsWrapper.getstats(stats)
self.stats.add(stats)
self._refresh_stats()
def records_from_stats(self, stats):
""" Create a list of records from a stats dictionary.
"""
records = []
for file_line_name, (ncalls, nonrec_calls, inline_time, cum_time,
calls) in stats.items():
newcalls = []
for sub_file_line_name, sub_call in calls.items():
newcalls.append(Subrecord((sub_file_line_name,) + sub_call))
records.append(Record((file_line_name, ncalls, nonrec_calls,
inline_time, cum_time, newcalls)))
return records
def get_callee_map(self, records):
""" Create a callee map.
"""
callees = defaultdict(list)
for record in records:
for caller in record.callers:
callees[caller.file_line_name].append(
Subrecord((record.file_line_name,)+caller[1:]))
return callees
@on_trait_change('percentages,basenames')
def _adapter_traits_changed(self, object, name, old, new):
for obj in [self.main_results, self.callee_results,
self.caller_results]:
setattr(obj, name, new)
@on_trait_change('main_results:selected_record')
def update_sub_results(self, new):
if new is None:
return
self.caller_results.total_time = new.cum_time
self.caller_results.records = new.callers
self.callee_results._resort()
self.caller_results.selected_record = self.caller_results.activated_record = None
self.callee_results.total_time = new.cum_time
self.callee_results.records = self.callee_map.get(new.file_line_name,
[])
self.callee_results._resort()
self.callee_results.selected_record = self.callee_results.activated_record = None
filename, line, name = new.file_line_name
if os.path.exists(filename):
self.file_inspector.file_name = filename
self.file_inspector.line = line
else:
self.file_inspector.file_name = ''
self.file_inspector.line = 0
self.file_inspector.text = ''
@on_trait_change('caller_results:dclicked,'
'callee_results:dclicked')
def goto_record(self, new):
if new is None:
return
if new.item.file_line_name in self.record_map:
record = self.record_map[new.item.file_line_name]
self.main_results.selected_record = record
@on_trait_change('stats')
def _refresh_stats(self):
""" Refresh the records from the stored Stats object.
"""
self.main_results.records = self.main_results.sort_records(
self.records_from_stats(self.stats.stats))
self.callee_map = self.get_callee_map(self.main_results.records)
self.record_map = {}
total_time = 0.0
for record in self.main_results.records:
self.record_map[record.file_line_name] = record
total_time += record.inline_time
self.main_results.total_time = total_time
def main():
import argparse
parser = argparse.ArgumentParser()
parser.add_argument('file')
args = parser.parse_args()
stats = pstats.Stats(args.file)
app = Sike.fromstats(stats)
app.configure_traits()
if __name__ == '__main__':
main()
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