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import inspect
import sys
from collections import Counter
from contextlib import AbstractContextManager, ExitStack
from functools import partial
from io import StringIO
from itertools import count
from types import CodeType, ModuleType
from typing import (Any, Optional, Union,
Callable, Generator,
Dict, FrozenSet, Tuple,
ClassVar)
import pytest
from line_profiler import _line_profiler, LineProfiler
USE_SYS_MONITORING = isinstance(getattr(sys, 'monitoring', None), ModuleType)
# -------------------------------------------------------------------- #
# Helper classes #
# -------------------------------------------------------------------- #
class SysMonHelper:
"""
Helper object which helps with simplifying attribute access on
:py:mod:`sys.monitoring`.
"""
tool_id: int
no_tool_id_callables: ClassVar[FrozenSet[str]] = frozenset(
{'restart_events'})
def __init__(self, tool_id: Optional[int] = None) -> None:
if tool_id is None:
tool_id = sys.monitoring.PROFILER_ID
self.tool_id = tool_id
def __getattr__(self, attr: str):
"""
Returns:
* If ``attr`` refers to a :py:mod:`sys.monitoring` callable:
a :py:func:`functools.partial` object with
:py:attr:`~.tool_id` pre-applied, unless it is in the set
of explicitly excluded methods
(:py:attr:`~.no_tool_id_callables`).
* If ``attr`` is all uppercase:
the corresponding integer or special (e.g.
:py:data:`~sys.monitoring.MISSING` and
:py:data:`~sys.monitoring.DISABLE`) constants from either
the module or the :py:data:`sys.monitoring.events`
namespace.
* Otherwise, it falls through to the module.
"""
mon = sys.monitoring
if attr.isupper():
try:
return getattr(mon.events, attr)
except AttributeError:
pass
result = getattr(mon, attr)
if callable(result) and attr not in self.no_tool_id_callables:
return partial(result, self.tool_id)
return result
def get_current_callback(
self, event_id: Optional[int] = None) -> Union[Callable, None]:
"""
Arguments:
event_id (int | None)
Optional integer ID to retrieve the callback from;
defaults to :py:data:`sys.monitoring.events.LINE`.
Returns:
The current callback (if any) associated with with
:py:data:`~.tool_id` and ``event_id``.
"""
register = self.register_callback
if event_id is None:
event_id = MON.LINE
result = register(event_id, None)
if result is not None:
register(event_id, result)
return result
class restore_events(AbstractContextManager):
"""
Restore the global or local :py:mod:`sys.monitoring` events.
"""
code: Union[CodeType, None]
mon: SysMonHelper
events: int
def __init__(self, *,
code: Optional[CodeType] = None,
tool_id: Optional[int] = None) -> None:
self.code = code
self.mon = SysMonHelper(tool_id)
self.events = sys.monitoring.events.NO_EVENTS
def __enter__(self):
if self.code is None:
self.events = self.mon.get_events()
else:
self.events = self.mon.get_local_events(self.code)
return self
def __exit__(self, *_, **__) -> None:
if self.mon.get_tool() is None:
pass # No-op
elif self.code is None:
self.mon.set_events(self.events)
else:
self.mon.set_local_events(self.code, self.events)
self.events = self.mon.NO_EVENTS
class LineCallback:
"""
Simple :py:mod:`sys.monitoring` callback for handling LINE events.
Attributes:
nhits (dict[tuple[str, int, str], Counter[int]])
Mapping from
:py:attr:`line_profiler._line_profiler.LineStats.timings`
keys to a :py:class:`collections.Counter` mapping line
numbers to reported hit counts.
predicate (Callable[[code, int], bool])
Callable taking the code object and line number, and
returning whether the line event should be reported.
disable (bool)
Settable boolean determining whether to return
:py:data:`sys.monitoring.DISABLE` on a reported line event.
"""
nhits: Dict[Tuple[str, int, str], 'Counter[int]']
predicate: Callable[[CodeType, int], bool]
disable: bool
def __init__(
self,
predicate: Callable[[CodeType, int], bool],
*,
register: bool = True,
disable: bool = False
) -> None:
"""
Arguments:
predicate, disable
See attributes.
register
If true, register the instance with
:py:func:`sys.monitoring.register_callback`.
"""
self.nhits = {}
self.predicate = predicate
self.disable = disable
if register:
self.register()
def register(self) -> Any:
"""
Returns:
Old value of the :py.mod:`sys.monitoring` callback.
Side effects:
Instance registered as the new :py:mod:`sys.monitoring`
callback.
"""
return MON.register_callback(MON.LINE, self)
def handle_line_event(self, code: CodeType, lineno: int) -> bool:
"""
Returns:
Whether a line event has been recorded.
Side effects:
Entry created/incremented in :py:attr:`~.nhits` if
:py:attr:`~.predicate` evaluates to true.
"""
result = self.predicate(code, lineno)
if result:
self.nhits.setdefault(
_line_profiler.label(code), Counter())[lineno] += 1
return result
def __call__(self, code: CodeType, lineno: int) -> Any:
"""
Returns:
:py:data:`sys.monitoring.DISABLE` if :py:attr:`~.predicate`
evaluates to true AND if :py:attr:`~.disable` is true;
:py:const:`None` otherwise.
Side effects:
Entry created/incremented in :py:attr:`~.nhits` if
:py:attr:`~.predicate` evaluates to true.
"""
if self.handle_line_event(code, lineno) and self.disable:
return MON.DISABLE
if USE_SYS_MONITORING:
MON = SysMonHelper()
# -------------------------------------------------------------------- #
# Helper functions #
# -------------------------------------------------------------------- #
def enable_line_events(code: Optional[CodeType] = None) -> None:
if code is None:
MON.set_events(MON.get_events() | MON.LINE)
else:
MON.set_local_events(code, MON.get_local_events(code) | MON.LINE)
def disable_line_events(code: Optional[CodeType] = None) -> None:
if code is None:
events = MON.get_events()
if events & MON.LINE:
MON.set_events(events ^ MON.LINE)
else:
events = MON.get_local_events(code)
if events & MON.LINE:
MON.set_local_events(code, events ^ MON.LINE)
# -------------------------------------------------------------------- #
# Tests #
# -------------------------------------------------------------------- #
@pytest.fixture(autouse=True)
def sys_mon_cleanup(
monkeypatch: pytest.MonkeyPatch) -> Generator[None, None, None]:
"""
If :py:mod:`sys.monitoring` is available:
* Make sure that we are using the default behavior by overriding
:py:data:`line_profiler._line_profiler.USE_LEGACY_TRACE`;
* Remember all the relevant global callbacks before running the
test;
* If ``sys.monitoring.PROFILER_ID`` isn't already in use, mark it as
being used by `'line_profiler_tests'`; and
* Finally, restore these after the test:
- The callbacks
- The tool name (if we have set it earlier)
- The globally-active events (or the lack thereof) for
``sys.monitoring.PROFILER_ID``
otherwise, automatically :py:func:`pytest.skip` the test.
"""
def restore(message):
for name, callback in callbacks.items():
prev_callback = MON.register_callback(event_ids[name], callback)
if prev_callback is callback:
callback_repr = '(UNCHANGED)'
else:
callback_repr = '-> ' + repr(callback)
print('{} (`sys.monitoring.events.{}`): {!r} {}'.format(
message, name, prev_callback, callback_repr))
if not USE_SYS_MONITORING:
pytest.skip('No `sys.monitoring`')
# Remember the callbacks
event_ids = {name: getattr(MON, name)
for name in ('LINE', 'PY_RETURN', 'PY_YIELD')}
callbacks = {name: MON.register_callback(event_id, None)
for name, event_id in event_ids.items()}
# Restore the callbacks since we "popped" them
restore('Pre-test: putting the callbacks back')
# Set the tool name if it isn't set already
set_tool_id = not MON.get_tool()
if set_tool_id:
MON.use_tool_id('line_profiler_tests')
try:
monkeypatch.setattr(_line_profiler, 'USE_LEGACY_TRACE', False)
with restore_events():
yield
finally:
# Restore the callbacks
restore('Post-test: restoring the callbacks')
# Unset the temporary tool name
if set_tool_id:
MON.free_tool_id()
def test_standalone_callback_usage() -> None:
"""
Check that :py:mod:`sys.monitoring` callbacks behave as expected
when `LineProfiler`s are not in use.
"""
_test_callback_helper(6, 7, 8, 9)
@pytest.mark.parametrize('wrap_trace', [True, False])
def test_wrapping_trace(wrap_trace: bool) -> None:
"""
Check that existing :py:mod:`sys.monitoring` callbacks behave as
expected depending on `LineProfiler.wrap_trace`.
"""
prof = LineProfiler(wrap_trace=wrap_trace)
try:
nhits_expected = _test_callback_helper(
6, 7, 8, 9, prof=prof, callback_called=wrap_trace)
finally:
with StringIO() as sio:
prof.print_stats(sio)
output = sio.getvalue()
print(output)
line = next(line for line in output.splitlines()
if line.endswith('# Loop body'))
nhits = int(line.split()[1])
assert nhits == nhits_expected
def _test_callback_helper(
nloop_no_trace: int,
nloop_trace_global: int,
nloop_trace_local: int,
nloop_disabled: int,
prof: Optional[LineProfiler] = None,
callback_called: bool = True) -> int:
cumulative_nhits = 0
def func(n: int) -> int:
x = 0
for n in range(1, n + 1):
x += n # Loop body
return x
def get_loop_hits() -> int:
nonlocal cumulative_nhits
cumulative_nhits = (
callback.nhits[_line_profiler.label(code)][lineno_loop])
return cumulative_nhits
lines, first_lineno = inspect.getsourcelines(func)
lineno_loop = first_lineno + next(
offset for offset, line in enumerate(lines)
if line.rstrip().endswith('# Loop body'))
names = {func.__name__, func.__qualname__}
code = func.__code__
if prof is not None:
orig_func, func = func, prof(func)
code = orig_func.__code__
callback = LineCallback(lambda code, _: code.co_name in names)
# When line events are suppressed, nothing should happen
with restore_events():
disable_line_events()
n = nloop_no_trace
assert MON.get_current_callback() is callback
assert func(n) == n * (n + 1) // 2
assert MON.get_current_callback() is callback
assert not callback.nhits
# When line events are activated, the callback should see line
# events
with restore_events(): # Global events
enable_line_events()
n = nloop_trace_global
assert MON.get_current_callback() is callback
assert func(n) == n * (n + 1) // 2
assert MON.get_current_callback() is callback
print(callback.nhits)
if callback_called:
expected = cumulative_nhits + n
assert get_loop_hits() == expected
else:
assert not callback.nhits
with ExitStack() as stack:
stack.enter_context(restore_events())
stack.enter_context(restore_events(code=code))
# Disable global line events, and enable local line events
disable_line_events()
enable_line_events(code)
n = nloop_trace_local
assert MON.get_current_callback() is callback
assert func(n) == n * (n + 1) // 2
assert MON.get_current_callback() is callback
print(callback.nhits)
if callback_called:
expected = cumulative_nhits + n
assert get_loop_hits() == expected
else:
assert not callback.nhits
# Line events can be disabled on the specific line by returning
# `sys.monitoring.DISABLE` from the callback
for enable_global in True, False:
callback.disable = True
with ExitStack() as stack:
stack.enter_context(restore_events())
stack.enter_context(restore_events(code=code))
# Set the global and local events
# (doesn't matter if events are enabled globally or not)
if enable_global:
enable_line_events()
else:
disable_line_events()
enable_line_events(code)
# We still get 1 more hit because that's the call we
# return `sys.monitoring.DISABLE` from
n = nloop_disabled
assert MON.get_current_callback() is callback
assert func(n) == n * (n + 1) // 2
assert MON.get_current_callback() is callback
print(callback.nhits)
if callback_called:
expected = cumulative_nhits + 1
assert get_loop_hits() == expected
else:
assert not callback.nhits
MON.restart_events()
# Return the total number of loops run
# (Note: `nloop_disabled` is used twice)
return (nloop_no_trace
+ nloop_trace_global
+ nloop_trace_local
+ 2 * nloop_disabled)
@pytest.mark.parametrize('standalone', [True, False])
def test_callback_switching(standalone: bool) -> None:
"""
Check that hot-swapping of :py:mod:`sys.monitoring` callbacks
behaves as expected, no matter if `LineProfiler`s are in use.
"""
if standalone:
prof: Union[LineProfiler, None] = None
else:
prof = LineProfiler(wrap_trace=True)
try:
nhits_expected = _test_callback_switching_helper(17, prof)
finally:
if prof is not None:
with StringIO() as sio:
prof.print_stats(sio)
output = sio.getvalue()
print(output)
if prof is None:
return
line = next(line for line in output.splitlines()
if line.endswith('# Loop body'))
nhits = int(line.split()[1])
assert nhits == nhits_expected
def _test_callback_switching_helper(
nloop: int, prof: Optional[LineProfiler] = None) -> int:
cumulative_nhits = 0, 0
def func(n: int) -> int:
x = 0
for n in range(1, n + 1):
x += n # Loop body
return x
def get_loop_hits() -> Tuple[int, int]:
nonlocal cumulative_nhits
cumulative_nhits = tuple( # type: ignore[assignment]
callback.nhits.get(
_line_profiler.label(code), Counter())[lineno_loop]
for callback in (callback_1, callback_2))
return cumulative_nhits
def predicate(code: CodeType, lineno: int) -> bool:
return code.co_name in names and lineno == lineno_loop
class SwitchingCallback(LineCallback):
"""
Callback which switches to the next one after having been
triggered.
"""
next: Union['SwitchingCallback', None]
def __init__(self, *args,
next: Optional['SwitchingCallback'] = None,
**kwargs) -> None:
super().__init__(*args, **kwargs)
self.next = next
def __call__(self, code: CodeType, lineno: int) -> Any:
if not self.handle_line_event(code, lineno):
return
if self.next is not None:
self.next.register()
if self.disable:
return MON.DISABLE
lines, first_lineno = inspect.getsourcelines(func)
lineno_loop = first_lineno + next(
offset for offset, line in enumerate(lines)
if line.rstrip().endswith('# Loop body'))
names = {func.__name__, func.__qualname__}
code = func.__code__
if prof is not None:
orig_func, func = func, prof(func)
code = orig_func.__code__
# The two callbacks hand off to one another in a loop
callback_1 = SwitchingCallback(predicate)
callback_2 = SwitchingCallback(predicate, register=False, next=callback_1)
callback_1.next = callback_2
with restore_events():
enable_line_events()
assert MON.get_current_callback() is callback_1
assert func(nloop) == nloop * (nloop + 1) // 2
assert MON.get_current_callback() in (callback_1, callback_2)
print(callback_1.nhits, callback_2.nhits)
nhits_one = nloop // 2
nhits_other = nloop - nhits_one
if nhits_one == nhits_other:
assert get_loop_hits() == (nhits_one, nhits_other)
else: # Odd number
assert get_loop_hits() in ((nhits_one, nhits_other),
(nhits_other, nhits_one))
return nloop
@pytest.mark.parametrize('add_events', [True, False])
@pytest.mark.parametrize('code_local_events', [True, False])
@pytest.mark.parametrize('start_with_events', [True, False])
@pytest.mark.parametrize('standalone', [True, False])
def test_callback_update_events(
standalone: bool, start_with_events: bool,
code_local_events: bool, add_events: bool) -> None:
"""
Check that a :py:mod:`sys.monitoring` callback which updates the
event set (global and code-object-local) after a certain number of
hits behaves as expected, no matter if `LineProfiler`s are in use.
"""
nloop = 10
nloop_update = 5
cumulative_nhits = 0
def func(n: int) -> int:
x = 0
for n in range(1, n + 1):
x += n # Loop body
return x
def get_loop_hits() -> int:
nonlocal cumulative_nhits
cumulative_nhits = (
callback.nhits[_line_profiler.label(code)][lineno_loop])
return cumulative_nhits
class EventUpdatingCallback(LineCallback):
"""
Callback which, after a certain number of hits:
- Disables :py:attr:`sys.monitoring.LINE` events, and
- Enables :py:attr:`sys.monitoring.CALL` events (if
:py:attr:`~.call` is true)
"""
def __init__(self, *args,
code: Optional[CodeType] = None, call: bool = False,
**kwargs) -> None:
super().__init__(*args, **kwargs)
self.count = 0
self.code = code
self.call = call
def __call__(self, code: CodeType, lineno: int) -> None:
if not self.handle_line_event(code, lineno):
return
self.count += 1
if self.count >= nloop_update:
disable_line_events(self.code)
if not self.call:
return
if self.code is None:
MON.set_events(MON.get_events() | MON.CALL)
else:
MON.set_local_events(
self.code, MON.get_local_events(self.code) | MON.CALL)
lines, first_lineno = inspect.getsourcelines(func)
lineno_loop = first_lineno + next(
offset for offset, line in enumerate(lines)
if line.rstrip().endswith('# Loop body'))
names = {func.__name__, func.__qualname__}
code = func.__code__
if standalone:
prof: Union[LineProfiler, None] = None
else:
prof = LineProfiler(wrap_trace=True)
if start_with_events:
global_events = MON.CALL
else:
global_events = MON.NO_EVENTS
if prof is not None:
orig_func, func = func, prof(func)
code = orig_func.__code__
callback = EventUpdatingCallback(
lambda code, lineno: (code.co_name in names and lineno == lineno_loop),
code=code if code_local_events else None,
call=add_events)
local_events = local_events_after = MON.NO_EVENTS
global_events_after = global_events
if code_local_events:
local_events |= MON.LINE
if add_events:
local_events_after |= MON.CALL
else:
global_events |= MON.LINE
if add_events:
global_events_after |= MON.CALL
MON.set_events(global_events)
MON.set_local_events(code, local_events)
try:
# Check that data is only gathered for the first `nloop_update`
# hits
assert MON.get_current_callback() is callback
assert func(nloop) == nloop * (nloop + 1) // 2
assert MON.get_current_callback() is callback
print(callback.nhits)
assert get_loop_hits() == nloop_update
# Check that the callback has disabled LINE events (and enabled
# CALL events where appropriate)
assert MON.get_events() == global_events_after
assert MON.get_local_events(code) == local_events_after
finally:
if prof is not None:
with StringIO() as sio:
prof.print_stats(sio)
output = sio.getvalue()
print(output)
if prof is None:
return
line = next(line for line in output.splitlines()
if line.endswith('# Loop body'))
nhits = int(line.split()[1])
assert nhits == nloop
@pytest.mark.parametrize('standalone', [True, False])
def test_callback_toggle_local_events(standalone: bool) -> None:
"""
Check that a :py:mod:`sys.monitoring` callback which disables local
LINE events and later re-enables them with
:py:func:`sys.monitoring.restart_events` behaves as expected, no
matter if `LineProfiler`s are in use.
"""
if standalone:
prof: Union[LineProfiler, None] = None
else:
prof = LineProfiler(wrap_trace=True)
try:
nhits_expected = _test_callback_toggle_local_events_helper(
17, 18, 19, prof)
finally:
if prof is not None:
with StringIO() as sio:
prof.print_stats(sio)
output = sio.getvalue()
print(output)
if prof is None:
return
line = next(line for line in output.splitlines()
if line.endswith('# Loop body'))
nhits = int(line.split()[1])
assert nhits == nhits_expected
def _test_callback_toggle_local_events_helper(
nloop_before_disabling: int,
nloop_when_disabled: int,
nloop_after_reenabling: int,
prof: Optional[LineProfiler] = None) -> int:
cumulative_nhits = 0
def func(*nloops) -> int:
x = 0
counter = count(1)
for n in nloops:
for _ in range(n):
x += next(counter) # Loop body
pass # Switching location
return x
def get_loop_hits() -> int:
nonlocal cumulative_nhits
cumulative_nhits = (
callback.nhits[_line_profiler.label(code)][lineno_loop])
return cumulative_nhits
class LocalDisablingCallback(LineCallback):
"""
Callback which disables LINE events locally after a certain
number of hits
"""
def __init__(self, *args, **kwargs) -> None:
super().__init__(*args, **kwargs)
self.switch_count = 0
def __call__(self, code: CodeType, lineno: int) -> Any:
if not self.handle_line_event(code, lineno):
return
# When we hit the "loop" line after having hit the "switch"
# line, disable line events on the "loop" line
if lineno == lineno_loop and self.switch_count % 2:
# Remove the recorded hit
self.nhits[_line_profiler.label(code)][lineno] -= 1
return MON.DISABLE
# When we hit the "switch" line the second line, restart
# events to undo disabling of the "loop" line
if lineno == lineno_switch:
if self.switch_count % 2:
MON.restart_events()
self.switch_count += 1
return
lines, first_lineno = inspect.getsourcelines(func)
lineno_loop = first_lineno + next(
offset for offset, line in enumerate(lines)
if line.rstrip().endswith('# Loop body'))
lineno_switch = first_lineno + next(
offset for offset, line in enumerate(lines)
if line.rstrip().endswith('# Switching location'))
linenos = {lineno_loop, lineno_switch}
names = {func.__name__, func.__qualname__}
code = func.__code__
if prof is not None:
orig_func, func = func, prof(func)
code = orig_func.__code__
callback = LocalDisablingCallback(
lambda code, lineno: (code.co_name in names and lineno in linenos))
MON.set_events(MON.get_events() | MON.LINE)
n = nloop_before_disabling + nloop_when_disabled + nloop_after_reenabling
assert MON.get_current_callback() is callback
assert func(nloop_before_disabling,
nloop_when_disabled,
nloop_after_reenabling) == n * (n + 1) // 2
assert MON.get_current_callback() is callback
print(callback.nhits)
assert get_loop_hits() == nloop_before_disabling + nloop_after_reenabling
return n
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