def test_getsource(): assert getsource(f) == 'f = lambda x: x**2\n' assert getsource(g) == 'def g(x): return f(x) - x\n' assert getsource(h) == 'def h(x):\n def g(x): return x\n return g(x) - x\n' assert getname(f) == 'f' assert getname(g) == 'g' assert getname(h) == 'h' assert _wrap(f)(4) == 16 assert _wrap(g)(4) == 12 assert _wrap(h)(4) == 0 assert getname(Foo) == 'Foo' assert getname(Bar) == 'Bar' assert getsource(Bar) == 'class Bar:\n pass\n' assert getsource(Foo) == 'class Foo(object):\n def bar(self, x):\n return x*x+x\n'
def compare(func, list_to_sort):
if func == sorts.pancake_sort or func == sorts.tree_sort:
start_time = timeit.default_timer()
func(list_to_sort)
print(getname(func), "Result: ",
timeit.default_timer() - start_time, "s")
elif func == sorts.quick_sort:
start_time = timeit.default_timer()
func(list_to_sort, 0, len(list_to_sort) - 1)
print(getname(func), "Result: ",
timeit.default_timer() - start_time, "s")
else:
start_time = timeit.default_timer()
func(list_to_sort, 0, len(list_to_sort))
print(getname(func), "Result: ",
timeit.default_timer() - start_time, "s")
def run_source(obj):
_obj = source._wrap(obj)
assert _obj(1.57) == obj(1.57)
src = source.getimportable(obj, alias='_f')
exec(src, globals())
assert _f(1.57) == obj(1.57)
name = source.getname(obj)
assert name == obj.__name__ or src.split("=",1)[0].strip()
def test_source(obj):
_obj = source._wrap(obj)
assert _obj(1.57) == obj(1.57)
src = source.importable(obj, alias='_f')
exec src in globals(), locals()
assert _f(1.57) == obj(1.57)
name = source.getname(obj)
assert name == obj.__name__ or src.split("=", 1)[0].strip()
def __dumpsfunc(self, funcs, modules):
"""Serializes functions and modules"""
hashs = hash(funcs + modules)
if hashs not in self.__sfuncHM:
sources = [self.__get_source(func) for func in funcs]
self.__sfuncHM[hashs] = pickle.dumps(
(getname(funcs[0]), sources, modules), self.__pickle_proto)
return self.__sfuncHM[hashs]
def __dumpsfunc(self, funcs, modules):
"""Serializes functions and modules"""
hashs = hash(funcs + modules)
if hashs not in self.__sfuncHM:
sources = [self.__get_source(func) for func in funcs]
# should probably just 'try' above, if fail rely on dill.dumps
self.__sfuncHM[hashs] = pickle.dumps(
(getname(funcs[0]), sources, modules), self.__pickle_proto)
return self.__sfuncHM[hashs]
def run_source(obj):
_obj = source._wrap(obj)
assert _obj(1.57) == obj(1.57)
src = source.importable(obj, alias='_f')
# LEEK: for 3.x, locals may not be modified
# (see https://docs.python.org/3.6/library/functions.html#locals)
#
my_locals = locals()
exec(src, globals(), my_locals)
assert my_locals["_f"](1.57) == obj(1.57)
name = source.getname(obj)
assert name == obj.__name__ or src.split("=", 1)[0].strip()
def submit(self,
func,
args=(),
depfuncs=(),
modules=(),
callback=None,
callbackargs=(),
group='default',
globals=None):
"""Submits function to the execution queue
func - function to be executed
args - tuple with arguments of the 'func'
depfuncs - tuple with functions which might be called from 'func'
modules - tuple with module names to import
callback - callback function which will be called with argument \
list equal to callbackargs+(result,) \
as soon as calculation is done
callbackargs - additional arguments for callback function
group - job group, is used when wait(group) is called to wait for
jobs in a given group to finish
globals - dict from which all modules, functions, and classes \
will be imported, for instance: globals=globals()
"""
# perform some checks for frequent mistakes
if self._exiting:
raise DestroyedServerError("Cannot submit jobs: server"\
" instance has been destroyed")
if not isinstance(args, tuple):
raise TypeError("args argument must be a tuple")
if not isinstance(depfuncs, tuple):
raise TypeError("depfuncs argument must be a tuple")
if not isinstance(modules, tuple):
raise TypeError("modules argument must be a tuple")
if not isinstance(callbackargs, tuple):
raise TypeError("callbackargs argument must be a tuple")
if globals is not None and not isinstance(globals, dict):
raise TypeError("globals argument must be a dictionary")
for module in modules:
if not isinstance(module, str):
raise TypeError("modules argument must be a list of strings")
tid = self.__gentid()
other_type = types.FunctionType if six.PY3 else types.ClassType
if globals:
modules += tuple(self.__find_modules("", globals))
modules = tuple(set(modules))
self.logger.debug("Task %i will autoimport next modules: %s" %
(tid, str(modules)))
for object1 in globals.values():
if isinstance(object1, types.FunctionType) \
or isinstance(object1, other_type):
depfuncs += (object1, )
task = _Task(self, tid, callback, callbackargs, group)
self.__waittasks_lock.acquire()
self.__waittasks.append(task)
self.__waittasks_lock.release()
# if the function is a method of a class add self to the arguments list
if isinstance(func, types.MethodType):
func_self = func.__self__ if six.PY3 else func.im_self
if func_self is not None:
args = (func_self, ) + args
# if there is an instance of a user defined class in the arguments add
# whole class to dependancies
for arg in args:
# Checks for both classic or new class instances
if (six.PY2 and isinstance(arg, types.InstanceType)) \
or str(type(arg))[:6] == "<class":
# in PY3, all instances are <class... so skip the builtins
if getattr(inspect.getmodule(arg), '__name__', None) \
in ['builtins', '__builtin__', None]:
pass
# do not include source for imported modules
elif ppc.is_not_imported(arg, modules):
depfuncs += tuple(ppc.get_class_hierarchy(arg.__class__))
# if there is a function in the arguments add this
# function to dependancies
for arg in args:
if isinstance(arg, types.FunctionType):
depfuncs += (arg, )
sfunc = self.__dumpsfunc((func, ) + depfuncs, modules)
sargs = pickle.dumps(args, self.__pickle_proto)
self.__queue_lock.acquire()
self.__queue.append((task, sfunc, sargs))
self.__queue_lock.release()
self.logger.debug("Task %i submited, function='%s'" %
(tid, getname(func)))
self.__scheduler()
return task
# yes, same as 'f', but things are tricky when it comes to pointers
squared = lambda x: x**2
class Bar:
pass
_bar = Bar()
# inspect.getsourcelines # dill.source.getblocks
assert getsource(f) == 'f = lambda x: x**2\n'
assert getsource(g) == 'def g(x): return f(x) - x\n'
assert getsource(h) == 'def h(x):\n def g(x): return x\n return g(x) - x \n'
assert getname(f) == 'f'
assert getname(g) == 'g'
assert getname(h) == 'h'
assert _wrap(f)(4) == 16
assert _wrap(g)(4) == 12
assert _wrap(h)(4) == 0
assert getname(Foo) == 'Foo'
assert getname(Bar) == 'Bar'
assert getsource(Bar) == 'class Bar:\n pass\n'
assert getsource(
Foo) == 'class Foo(object):\n def bar(self, x):\n return x*x+x\n'
#XXX: add getsource for _foo, _bar
assert getimportable(add) == 'from %s import add\n' % __name__
assert getimportable(squared) == 'from %s import squared\n' % __name__
def save_model(model):
model_name = getname(model)
print(f"Saving model as model/{model_name}.pkl")
