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import sys
from random import random
import unittest
from inspect import signature, Signature, Parameter
# Assuming we are importing the target objects from main.py
from main import create_function, add_signature_parameters, remove_signature_parameters, with_signature, wraps, create_wrapper
class TestDynamicFunctionGeneration(unittest.TestCase):
@unittest.expectedFailure
def test_ex_nihilo(self):
""" First example from the documentation: tests that we can generate a function from a string """
# Parameterize types and decorators
for decorator in [False, True]:
for type in ['str', 'Signature']:
# (1) define the signature.
if type == 'str':
func_sig = "foo(b, a=0)"
func_name = None
else:
parameters = [
Parameter('b', kind=Parameter.POSITIONAL_OR_KEYWORD),
Parameter('a', kind=Parameter.POSITIONAL_OR_KEYWORD, default=0),
]
func_sig = Signature(parameters)
func_name = 'foo'
# (2) define the function implementation
def func_impl(*args, **kwargs):
"""This docstring will be used in the generated function by default"""
print("func_impl called !")
return args, kwargs
# (3) create the dynamic function
if decorator:
gen_func = with_signature(func_sig, func_name=func_name)(func_impl)
else:
gen_func = create_function(func_sig, func_impl, func_name=func_name)
# first check the source code
ref_src = "def foo(b, a=0):\n return _func_impl_(b=b, a=a)\n"
print("Generated Source:\n" + gen_func.__source__)
self.assertEqual(gen_func.__source__, ref_src)
# then the behaviour
args, kwargs = gen_func(2)
self.assertEqual(args, ())
self.assertEqual(kwargs, {'a': 0, 'b': 2})
@unittest.skipIf(sys.version_info < (3, 0), reason="keyword-only signatures require python 3+")
def test_ex_nihilo_kw_only(self):
"""Same as ex nihilo but keyword only"""
def func_impl(*args, **kwargs):
"""This docstring will be used in the generated function by default"""
print("func_impl called !")
return args, kwargs
func_sig = "foo(b, *, a=0, **kwargs)"
gen_func = create_function(func_sig, func_impl)
ref_src = "def foo(b, *, a=0, **kwargs):\n return _func_impl_(b=b, a=a, **kwargs)\n"
print(gen_func.__source__)
self.assertEqual(gen_func.__source__, ref_src)
def test_from_sig_wrapper(self):
""" Tests that we can create a function from a Signature object """
def foo(b, a=0):
print("foo called: b=%s, a=%s" % (b, a))
return b, a
# capture the name and signature of existing function `foo`
func_name = foo.__name__
original_func_sig = signature(foo)
print("Original Signature: %s" % original_func_sig)
# modify the signature to add a new parameter
params = list(original_func_sig.parameters.values())
params.insert(0, Parameter('z', kind=Parameter.POSITIONAL_OR_KEYWORD))
func_sig = original_func_sig.replace(parameters=params)
print("New Signature: %s" % func_sig)
# define the implementation
def func_impl(z, *args, **kwargs):
print("func_impl called ! z=%s" % z)
# call the foo function
output = foo(*args, **kwargs)
# return augmented output
return z, output
# create the dynamic function
gen_func = wraps(foo, new_sig=func_sig)(func_impl)
# check the source code
ref_src = "def foo(z, b, a=0):\n return _func_impl_(z=z, b=b, a=a)\n"
print("Generated Source:\n" + gen_func.__source__)
self.assertEqual(gen_func.__source__, ref_src)
# then the behaviour
self.assertEqual(gen_func(3, 2), (3, (2, 0)))
def test_helper_functions(self):
""" Tests that the signature modification helpers work """
def foo(b, c, a=0):
pass
# original signature
foo_sig = signature(foo)
print("original signature: %s" % foo_sig)
# let's modify it
new_sig = add_signature_parameters(foo_sig,
first=Parameter('z', kind=Parameter.POSITIONAL_OR_KEYWORD),
last=Parameter('o', kind=Parameter.POSITIONAL_OR_KEYWORD,
default=True)
)
new_sig = remove_signature_parameters(new_sig, 'b', 'a')
print("modified signature: %s" % new_sig)
self.assertEqual(str(new_sig), '(z, c, o=True)')
def test_injection(self):
""" Tests that the function can be injected as first argument when inject_as_first_arg=True """
def generic_handler(f, *args, **kwargs):
print("This is generic handler called by %s" % f.__name__)
# here you could use f.__name__ in a if statement to determine what to do
if f.__name__ == "func1":
print("called from func1 !")
return args, kwargs
# generate 2 functions
func1 = create_function("func1(a, b)", generic_handler, inject_as_first_arg=True)
func2 = create_function("func2(a, d)", generic_handler, inject_as_first_arg=True)
func1(1, 2)
func2(1, 2)
def test_var_length(self):
"""Demonstrates how variable-length arguments are passed to the handler """
def generate_function(func_sig, dummy_call):
def func_impl(*args, **kwargs):
"""This docstring will be used in the generated function by default"""
print("func_impl called !")
dummy_call(*args, **kwargs)
return args, kwargs
return create_function(func_sig, func_impl)
func_sig = "foo(a, b=0, *args, **kwargs)"
def dummy_call(a, b=0, *args, **kwargs):
print()
gen_func = generate_function(func_sig, dummy_call)
print(gen_func.__source__)
self.assertEqual(gen_func(0, 1, 2), ((0, 1, 2), {}))
self.assertEqual(gen_func(0, b=1), ((0, 1), {}))
self.assertEqual(gen_func(b=1, a=0), ((0, 1), {}))
with self.assertRaises(TypeError):
gen_func(2, a=0, b=1)
func_sig = "foo(b=0, *args, **kwargs)"
def dummy_call(b=0, *args, **kwargs):
print()
gen_func = generate_function(func_sig, dummy_call)
print(gen_func.__source__)
self.assertEqual(gen_func(1, 0), ((1, 0), {}))
self.assertEqual(gen_func(b=1), ((1,), {}))
with self.assertRaises(TypeError):
gen_func(1, b=0)
def test_positional_only(self):
"""Tests that as of today positional-only signatures translate to bad strings """
params = [Parameter('a', kind=Parameter.POSITIONAL_ONLY),
Parameter('b', kind=Parameter.POSITIONAL_OR_KEYWORD)]
self.assertIn(str(Signature(parameters=params)), {"(<a>, b)", "(a, /, b)"})
def test_with_signature(self):
""" Tests that @with_signature works as expected """
@with_signature("foo(a)")
def foo(**kwargs):
return 'hello'
with self.assertRaises(TypeError):
foo()
self.assertEqual(str(signature(foo)), "(a)")
self.assertEqual(foo('dummy'), 'hello')
def test_with_signature_none(self):
""" Test that using None works """
def foo(a):
return a
new = with_signature(None, func_name='f')(foo)
self.assertEqual(new('hello'), 'hello')
self.assertEqual(str(signature(new)), "(a)")
# check that the object was not wrapped
self.assertIs(new, foo)
self.assertEqual(new.__name__, 'f')
def test_wraps(self):
""" """
# we want to wrap this function f to add some prints before calls
def foo(a, b=1):
return a + b
# create our wrapper: it will have the same signature than f
@wraps(foo)
def enhanced_foo(*args, **kwargs):
print('hello!')
print('b=%s' % kwargs['b'])
# then call f as usual
return foo(*args, **kwargs)
self.assertEqual(enhanced_foo(1, 2), 3)
self.assertEqual(enhanced_foo(b=0, a=1), 1)
self.assertEqual(enhanced_foo(1), 2)
with self.assertRaises(TypeError):
# does not print anything in case of error
enhanced_foo()
def test_wraps_functools(self):
""" same with functools.wraps """
from functools import wraps
# we want to wrap this function f to add some prints before calls
def foo(a, b=1):
return a + b
# create our wrapper: it will have the same signature than f
@wraps(foo)
def enhanced_foo(*args, **kwargs):
print('hello!')
print('b=%s' % kwargs['b'])
return foo(*args, **kwargs)
self.assertEqual(enhanced_foo(b=0, a=1), 1)
with self.assertRaises(KeyError):
enhanced_foo()
def test_wraps_remove(self):
def inject_random_a(f):
"""
A decorator that injects a random number inside the `a` argument,
removing it from the exposed signature
"""
@wraps(f, remove_args='a')
def my_wrapper(*args, **kwargs):
kwargs['a'] = random()
return f(*args, **kwargs)
return my_wrapper
@inject_random_a
def summer(a, b):
return a + b
self.assertGreaterEqual(summer(b=12), 12)
self.assertLessEqual(summer(b=12), 13)
def test_wraps_add_doc(self):
def foo(b, a=0):
print("foo called: b=%s, a=%s" % (b, a))
return b, a
@wraps(foo, prepend_args='z')
def foo_wrapper(z, *args, **kwargs):
print("foo_wrapper called ! z=%s" % z)
output = foo(*args, **kwargs)
return z, output
# call it
self.assertEqual(foo_wrapper(3, 2), (3, (2, 0)))
@unittest.parametrize("prepend", [True, False], ids="prepend={}".format)
def test_wraps_add(self, prepend):
def add_a_to_result(f):
"""
A decorator that injects a random number inside the `a` argument,
removing it from the exposed signature
"""
decorator = wraps(f, prepend_args='a') if prepend else wraps(f, append_args='a')
def my_wrapper(*args, **kwargs):
a = kwargs.pop('a')
return a + f(*args, **kwargs)
my_wrapper = decorator(my_wrapper)
return my_wrapper
@add_a_to_result
def identity(b):
return b
self.assertEqual(identity(b=12, a=0.5), 12.5)
ref_str = "(a, b)" if prepend else "(b, a)"
self.assertEqual(str(signature(identity)), ref_str)
if __name__ == '__main__':
unittest.main()