peacock-data-public-datasets-idc-llm_eval
/
env-llmeval
/lib
/python3.10
/site-packages
/dill
/tests
/test_session.py
#!/usr/bin/env python | |
# Author: Leonardo Gama (@leogama) | |
# Copyright (c) 2022-2024 The Uncertainty Quantification Foundation. | |
# License: 3-clause BSD. The full license text is available at: | |
# - https://github.com/uqfoundation/dill/blob/master/LICENSE | |
import atexit | |
import os | |
import sys | |
import __main__ | |
from contextlib import suppress | |
from io import BytesIO | |
import dill | |
session_file = os.path.join(os.path.dirname(__file__), 'session-refimported-%s.pkl') | |
################### | |
# Child process # | |
################### | |
def _error_line(error, obj, refimported): | |
import traceback | |
line = traceback.format_exc().splitlines()[-2].replace('[obj]', '['+repr(obj)+']') | |
return "while testing (with refimported=%s): %s" % (refimported, line.lstrip()) | |
if __name__ == '__main__' and len(sys.argv) >= 3 and sys.argv[1] == '--child': | |
# Test session loading in a fresh interpreter session. | |
refimported = (sys.argv[2] == 'True') | |
dill.load_module(session_file % refimported, module='__main__') | |
def test_modules(refimported): | |
# FIXME: In this test setting with CPython 3.7, 'calendar' is not included | |
# in sys.modules, independent of the value of refimported. Tried to | |
# run garbage collection just before loading the session with no luck. It | |
# fails even when preceding them with 'import calendar'. Needed to run | |
# these kinds of tests in a supbrocess. Failing test sample: | |
# assert globals()['day_name'] is sys.modules['calendar'].__dict__['day_name'] | |
try: | |
for obj in ('json', 'url', 'local_mod', 'sax', 'dom'): | |
assert globals()[obj].__name__ in sys.modules | |
assert 'calendar' in sys.modules and 'cmath' in sys.modules | |
import calendar, cmath | |
for obj in ('Calendar', 'isleap'): | |
assert globals()[obj] is sys.modules['calendar'].__dict__[obj] | |
assert __main__.day_name.__module__ == 'calendar' | |
if refimported: | |
assert __main__.day_name is calendar.day_name | |
assert __main__.complex_log is cmath.log | |
except AssertionError as error: | |
error.args = (_error_line(error, obj, refimported),) | |
raise | |
test_modules(refimported) | |
sys.exit() | |
#################### | |
# Parent process # | |
#################### | |
# Create various kinds of objects to test different internal logics. | |
## Modules. | |
import json # top-level module | |
import urllib as url # top-level module under alias | |
from xml import sax # submodule | |
import xml.dom.minidom as dom # submodule under alias | |
import test_dictviews as local_mod # non-builtin top-level module | |
## Imported objects. | |
from calendar import Calendar, isleap, day_name # class, function, other object | |
from cmath import log as complex_log # imported with alias | |
## Local objects. | |
x = 17 | |
empty = None | |
names = ['Alice', 'Bob', 'Carol'] | |
def squared(x): return x**2 | |
cubed = lambda x: x**3 | |
class Person: | |
def __init__(self, name, age): | |
self.name = name | |
self.age = age | |
person = Person(names[0], x) | |
class CalendarSubclass(Calendar): | |
def weekdays(self): | |
return [day_name[i] for i in self.iterweekdays()] | |
cal = CalendarSubclass() | |
selfref = __main__ | |
# Setup global namespace for session saving tests. | |
class TestNamespace: | |
test_globals = globals().copy() | |
def __init__(self, **extra): | |
self.extra = extra | |
def __enter__(self): | |
self.backup = globals().copy() | |
globals().clear() | |
globals().update(self.test_globals) | |
globals().update(self.extra) | |
return self | |
def __exit__(self, *exc_info): | |
globals().clear() | |
globals().update(self.backup) | |
def _clean_up_cache(module): | |
cached = module.__file__.split('.', 1)[0] + '.pyc' | |
cached = module.__cached__ if hasattr(module, '__cached__') else cached | |
pycache = os.path.join(os.path.dirname(module.__file__), '__pycache__') | |
for remove, file in [(os.remove, cached), (os.removedirs, pycache)]: | |
with suppress(OSError): | |
remove(file) | |
atexit.register(_clean_up_cache, local_mod) | |
def _test_objects(main, globals_copy, refimported): | |
try: | |
main_dict = __main__.__dict__ | |
global Person, person, Calendar, CalendarSubclass, cal, selfref | |
for obj in ('json', 'url', 'local_mod', 'sax', 'dom'): | |
assert globals()[obj].__name__ == globals_copy[obj].__name__ | |
for obj in ('x', 'empty', 'names'): | |
assert main_dict[obj] == globals_copy[obj] | |
for obj in ['squared', 'cubed']: | |
assert main_dict[obj].__globals__ is main_dict | |
assert main_dict[obj](3) == globals_copy[obj](3) | |
assert Person.__module__ == __main__.__name__ | |
assert isinstance(person, Person) | |
assert person.age == globals_copy['person'].age | |
assert issubclass(CalendarSubclass, Calendar) | |
assert isinstance(cal, CalendarSubclass) | |
assert cal.weekdays() == globals_copy['cal'].weekdays() | |
assert selfref is __main__ | |
except AssertionError as error: | |
error.args = (_error_line(error, obj, refimported),) | |
raise | |
def test_session_main(refimported): | |
"""test dump/load_module() for __main__, both in this process and in a subprocess""" | |
extra_objects = {} | |
if refimported: | |
# Test unpickleable imported object in main. | |
from sys import flags | |
extra_objects['flags'] = flags | |
with TestNamespace(**extra_objects) as ns: | |
try: | |
# Test session loading in a new session. | |
dill.dump_module(session_file % refimported, refimported=refimported) | |
from dill.tests.__main__ import python, shell, sp | |
error = sp.call([python, __file__, '--child', str(refimported)], shell=shell) | |
if error: sys.exit(error) | |
finally: | |
with suppress(OSError): | |
os.remove(session_file % refimported) | |
# Test session loading in the same session. | |
session_buffer = BytesIO() | |
dill.dump_module(session_buffer, refimported=refimported) | |
session_buffer.seek(0) | |
dill.load_module(session_buffer, module='__main__') | |
ns.backup['_test_objects'](__main__, ns.backup, refimported) | |
def test_session_other(): | |
"""test dump/load_module() for a module other than __main__""" | |
import test_classdef as module | |
atexit.register(_clean_up_cache, module) | |
module.selfref = module | |
dict_objects = [obj for obj in module.__dict__.keys() if not obj.startswith('__')] | |
session_buffer = BytesIO() | |
dill.dump_module(session_buffer, module) | |
for obj in dict_objects: | |
del module.__dict__[obj] | |
session_buffer.seek(0) | |
dill.load_module(session_buffer, module) | |
assert all(obj in module.__dict__ for obj in dict_objects) | |
assert module.selfref is module | |
def test_runtime_module(): | |
from types import ModuleType | |
modname = '__runtime__' | |
runtime = ModuleType(modname) | |
runtime.x = 42 | |
mod = dill.session._stash_modules(runtime) | |
if mod is not runtime: | |
print("There are objects to save by referenece that shouldn't be:", | |
mod.__dill_imported, mod.__dill_imported_as, mod.__dill_imported_top_level, | |
file=sys.stderr) | |
# This is also for code coverage, tests the use case of dump_module(refimported=True) | |
# without imported objects in the namespace. It's a contrived example because | |
# even dill can't be in it. This should work after fixing #462. | |
session_buffer = BytesIO() | |
dill.dump_module(session_buffer, module=runtime, refimported=True) | |
session_dump = session_buffer.getvalue() | |
# Pass a new runtime created module with the same name. | |
runtime = ModuleType(modname) # empty | |
return_val = dill.load_module(BytesIO(session_dump), module=runtime) | |
assert return_val is None | |
assert runtime.__name__ == modname | |
assert runtime.x == 42 | |
assert runtime not in sys.modules.values() | |
# Pass nothing as main. load_module() must create it. | |
session_buffer.seek(0) | |
runtime = dill.load_module(BytesIO(session_dump)) | |
assert runtime.__name__ == modname | |
assert runtime.x == 42 | |
assert runtime not in sys.modules.values() | |
def test_refimported_imported_as(): | |
import collections | |
import concurrent.futures | |
import types | |
import typing | |
mod = sys.modules['__test__'] = types.ModuleType('__test__') | |
dill.executor = concurrent.futures.ThreadPoolExecutor(max_workers=1) | |
mod.Dict = collections.UserDict # select by type | |
mod.AsyncCM = typing.AsyncContextManager # select by __module__ | |
mod.thread_exec = dill.executor # select by __module__ with regex | |
session_buffer = BytesIO() | |
dill.dump_module(session_buffer, mod, refimported=True) | |
session_buffer.seek(0) | |
mod = dill.load(session_buffer) | |
del sys.modules['__test__'] | |
assert set(mod.__dill_imported_as) == { | |
('collections', 'UserDict', 'Dict'), | |
('typing', 'AsyncContextManager', 'AsyncCM'), | |
('dill', 'executor', 'thread_exec'), | |
} | |
def test_load_module_asdict(): | |
with TestNamespace(): | |
session_buffer = BytesIO() | |
dill.dump_module(session_buffer) | |
global empty, names, x, y | |
x = y = 0 # change x and create y | |
del empty | |
globals_state = globals().copy() | |
session_buffer.seek(0) | |
main_vars = dill.load_module_asdict(session_buffer) | |
assert main_vars is not globals() | |
assert globals() == globals_state | |
assert main_vars['__name__'] == '__main__' | |
assert main_vars['names'] == names | |
assert main_vars['names'] is not names | |
assert main_vars['x'] != x | |
assert 'y' not in main_vars | |
assert 'empty' in main_vars | |
if __name__ == '__main__': | |
test_session_main(refimported=False) | |
test_session_main(refimported=True) | |
test_session_other() | |
test_runtime_module() | |
test_refimported_imported_as() | |
test_load_module_asdict() | |