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import six
from vmprof.reader import AssemblerCode, JittedCode, NativeCode
class EmptyProfileFile(Exception):
pass
class Stats(object):
def __init__(self, profiles, adr_dict=None, jit_frames=None, interp=None,
meta=None, start_time=None, end_time=None, state=None):
self.profiles = profiles
self.adr_dict = adr_dict
self.functions = {}
# kludgy, state is optional. stats should only take state as input
if state:
self.profile_lines = state.profile_lines
self.profile_memory = state.profile_memory
else:
# unkown, for tests only
self.profile_lines = False
self.profile_memory = False
self.generate_top()
if jit_frames is None:
jit_frames = set()
if interp is None:
interp = 'pypy' # why not
self.interp = interp
self.jit_frames = jit_frames
self.meta = meta or {}
self.start_time = start_time
self.end_time = end_time
def get_runtime_in_microseconds(self):
if self.start_time is None or self.end_time is None:
return 0 # old versions that do not emit start or end time
ts = self.end_time - self.start_time
return ts.total_seconds() * 1000000
def get_name(self, addr):
if addr not in self.adr_dict:
return "unknown"
line = self.adr_dict[addr]
return line.split(":")[1]
def find_addrs_containing_name(self, part):
for adr, name in self.adr_dict.items():
n, symbol, _, _ = name.split(':')
if part in symbol:
yield adr
def get_addr_info(self, addr):
name = self.adr_dict.get(addr, None)
if not name:
return None
lang, symbol, line, file = name.split(':')
return lang, symbol, line, file
def getargv(self):
return self.meta.get('argv', '')
def getmeta(self, key, default):
return self.meta.get(key, default)
def display(self, no):
prof = self.profiles[no][0]
return [self._get_name(elem) for elem in prof]
def generate_top(self):
for profile in self.profiles:
current_iter = {}
for i, addr in enumerate(profile[0]):
if self.profile_lines and i % 2 == 1:
# this entry in the profile is a negative number indicating a line
assert addr <= 0
continue
if addr not in current_iter: # count only topmost
self.functions[addr] = self.functions.get(addr, 0) + 1
current_iter[addr] = None
def top_profile(self):
return [(self._get_name(k), v) for (k, v) in six.iteritems(self.functions)]
def _get_name(self, addr):
if self.adr_dict is not None:
return self.adr_dict.get(addr, '<unknown code>')
return addr
def function_profile(self, top_function):
""" Show functions that we call (directly or indirectly) under
a given addr
"""
result = {}
total = 0
for profile in self.profiles:
current_iter = {} # don't count twice
counting = False
for addr in profile[0]:
if counting:
if addr in current_iter:
continue
current_iter[addr] = None
result[addr] = result.get(addr, 0) + 1
else:
if addr == top_function:
counting = True
total += 1
result = sorted(result.items(), key=lambda a: a[1])
return result, total
def get_top(self, profiles):
for prof in profiles:
if prof[0]:
break
else:
raise EmptyProfileFile()
top_addr = prof[0][0]
top = Node(top_addr, self._get_name(top_addr))
top.count = len(self.profiles)
return top
def get_tree(self):
# fine the first non-empty profile
top = self.get_top(self.profiles)
addr = None
for profile in self.profiles:
last_addr = top.addr
cur = top
for i in range(0, len(profile[0])):
if isinstance(profile[0][i], AssemblerCode):
continue # just ignore it for now
addr = profile[0][i]
if addr <= 0:
# negative address means line number
cur.lines[-addr] = cur.lines.get(-addr, 0) + 1
else:
if addr == last_addr:
continue # ignore duplicates
last_addr = addr
name = self._get_name(addr)
cur = cur.add_child(addr, name)
if isinstance(addr, JittedCode):
cur.meta['jit'] = cur.meta.get('jit', 0) + 1
if isinstance(addr, NativeCode):
cur.meta['native'] = cur.meta.get('native', 0) + 1
# get the first "interesting" node, that is after vmprof and pypy
# mess
return self.filter_top(top)
def filter_top(self, top):
first_top = top
while True:
if top.name.startswith('py:<module>') and 'vmprof/__main__.py' not in top.name:
return top
if len(top.children) > 1:
# pick the biggest one in case of branches in vmprof
next = None
count = -1
for c in top.children.values():
if c.count > count:
count = c.count
next = c
top = next
else:
try:
top = top['']
except KeyError:
break
return first_top
class Node(object):
""" children is a dict of addr -> Node
"""
_self_count = None
flat = False
def __init__(self, addr, name, count=1, children=None):
if children is None:
children = {}
self.children = children
self.name = name
self.addr = addr
self.count = count # starts at 1
self.jitcodes = {}
self.meta = {}
self.lines = {}
def __getitem__(self, item):
if isinstance(item, int):
return self.children[item]
for v in self.children.values():
if item in v.name:
return v
raise KeyError
def as_json(self):
import json
return json.dumps(self._serialize())
def _serialize(self):
chld = [ch._serialize() for ch in six.itervalues(self.children)]
# if we don't make str() of addr here, JS does its
# int -> float -> int losy convertion without
# any warning
return [self.name, str(self.addr), self.count, self.meta, chld]
def _rec_count(self):
c = 1
for x in six.itervalues(self.children):
c += x._rec_count()
return c
def walk(self, callback):
callback(self)
for c in six.itervalues(self.children):
c.walk(callback)
def cumulative_meta(self, d=None):
if d is None:
d = {}
for c in six.itervalues(self.children):
c.cumulative_meta(d)
for k, v in six.iteritems(self.meta):
d[k] = d.get(k, 0) + v
return d
def _filter(self, count):
# XXX make a copy
for key, c in self.children.items():
if c.count < count:
del self.children[key]
else:
c._filter(count)
def get_self_count(self):
if self._self_count is not None:
return self._self_count
self._self_count = self.count
for elem in six.itervalues(self.children):
self._self_count -= elem.count
return self._self_count
self_count = property(get_self_count)
def add_child(self, addr, name):
try:
next = self.children[addr]
next.count += 1
except KeyError:
next = Node(addr, name)
self.children[addr] = next
return next
def __eq__(self, other):
if not isinstance(other, Node):
return False
return self.name == other.name and self.addr == other.addr and self.count == other.count and self.children == other.children
def __ne__(self, other):
return not self == other
def __repr__(self):
items = sorted(self.children.items())
child_str = ", ".join([("(%d, %s)" % (v.count, v.name))
for k, v in items])
return '<Node: %s (%d) [%s]>' % (self.name, self.count, child_str)
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