""" Test the func_inspect module. """ # Author: Gael Varoquaux # Copyright (c) 2009 Gael Varoquaux # License: BSD Style, 3 clauses. import functools from joblib.func_inspect import ( _clean_win_chars, filter_args, format_signature, get_func_code, get_func_name, ) from joblib.memory import Memory from joblib.test.common import with_numpy from joblib.testing import fixture, parametrize, raises ############################################################################### # Module-level functions and fixture, for tests def f(x, y=0): pass def g(x): pass def h(x, y=0, *args, **kwargs): pass def i(x=1): pass def j(x, y, **kwargs): pass def k(*args, **kwargs): pass def m1(x, *, y): pass def m2(x, *, y, z=3): pass @fixture(scope="module") def cached_func(tmpdir_factory): # Create a Memory object to test decorated functions. # We should be careful not to call the decorated functions, so that # cache directories are not created in the temp dir. cachedir = tmpdir_factory.mktemp("joblib_test_func_inspect") mem = Memory(cachedir.strpath) @mem.cache def cached_func_inner(x): return x return cached_func_inner class Klass(object): def f(self, x): return x ############################################################################### # Tests @parametrize( "func,args,filtered_args", [ (f, [[], (1,)], {"x": 1, "y": 0}), (f, [["x"], (1,)], {"y": 0}), (f, [["y"], (0,)], {"x": 0}), (f, [["y"], (0,), {"y": 1}], {"x": 0}), (f, [["x", "y"], (0,)], {}), (f, [[], (0,), {"y": 1}], {"x": 0, "y": 1}), (f, [["y"], (), {"x": 2, "y": 1}], {"x": 2}), (g, [[], (), {"x": 1}], {"x": 1}), (i, [[], (2,)], {"x": 2}), ], ) def test_filter_args(func, args, filtered_args): assert filter_args(func, *args) == filtered_args def test_filter_args_method(): obj = Klass() assert filter_args(obj.f, [], (1,)) == {"x": 1, "self": obj} @parametrize( "func,args,filtered_args", [ (h, [[], (1,)], {"x": 1, "y": 0, "*": [], "**": {}}), (h, [[], (1, 2, 3, 4)], {"x": 1, "y": 2, "*": [3, 4], "**": {}}), (h, [[], (1, 25), {"ee": 2}], {"x": 1, "y": 25, "*": [], "**": {"ee": 2}}), (h, [["*"], (1, 2, 25), {"ee": 2}], {"x": 1, "y": 2, "**": {"ee": 2}}), ], ) def test_filter_varargs(func, args, filtered_args): assert filter_args(func, *args) == filtered_args test_filter_kwargs_extra_params = [ (m1, [[], (1,), {"y": 2}], {"x": 1, "y": 2}), (m2, [[], (1,), {"y": 2}], {"x": 1, "y": 2, "z": 3}), ] @parametrize( "func,args,filtered_args", [ (k, [[], (1, 2), {"ee": 2}], {"*": [1, 2], "**": {"ee": 2}}), (k, [[], (3, 4)], {"*": [3, 4], "**": {}}), ] + test_filter_kwargs_extra_params, ) def test_filter_kwargs(func, args, filtered_args): assert filter_args(func, *args) == filtered_args def test_filter_args_2(): assert filter_args(j, [], (1, 2), {"ee": 2}) == {"x": 1, "y": 2, "**": {"ee": 2}} ff = functools.partial(f, 1) # filter_args has to special-case partial assert filter_args(ff, [], (1,)) == {"*": [1], "**": {}} assert filter_args(ff, ["y"], (1,)) == {"*": [1], "**": {}} @parametrize("func,funcname", [(f, "f"), (g, "g"), (cached_func, "cached_func")]) def test_func_name(func, funcname): # Check that we are not confused by decoration # here testcase 'cached_func' is the function itself assert get_func_name(func)[1] == funcname def test_func_name_on_inner_func(cached_func): # Check that we are not confused by decoration # here testcase 'cached_func' is the 'cached_func_inner' function # returned by 'cached_func' fixture assert get_func_name(cached_func)[1] == "cached_func_inner" def test_func_name_collision_on_inner_func(): # Check that two functions defining and caching an inner function # with the same do not cause (module, name) collision def f(): def inner_func(): return # pragma: no cover return get_func_name(inner_func) def g(): def inner_func(): return # pragma: no cover return get_func_name(inner_func) module, name = f() other_module, other_name = g() assert name == other_name assert module != other_module def test_func_inspect_errors(): # Check that func_inspect is robust and will work on weird objects assert get_func_name("a".lower)[-1] == "lower" assert get_func_code("a".lower)[1:] == (None, -1) ff = lambda x: x # noqa: E731 assert get_func_name(ff, win_characters=False)[-1] == "" assert get_func_code(ff)[1] == __file__.replace(".pyc", ".py") # Simulate a function defined in __main__ ff.__module__ = "__main__" assert get_func_name(ff, win_characters=False)[-1] == "" assert get_func_code(ff)[1] == __file__.replace(".pyc", ".py") def func_with_kwonly_args(a, b, *, kw1="kw1", kw2="kw2"): pass def func_with_signature(a: int, b: int) -> None: pass def test_filter_args_edge_cases(): assert filter_args(func_with_kwonly_args, [], (1, 2), {"kw1": 3, "kw2": 4}) == { "a": 1, "b": 2, "kw1": 3, "kw2": 4, } # filter_args doesn't care about keyword-only arguments so you # can pass 'kw1' into *args without any problem with raises(ValueError) as excinfo: filter_args(func_with_kwonly_args, [], (1, 2, 3), {"kw2": 2}) excinfo.match("Keyword-only parameter 'kw1' was passed as positional parameter") assert filter_args( func_with_kwonly_args, ["b", "kw2"], (1, 2), {"kw1": 3, "kw2": 4} ) == {"a": 1, "kw1": 3} assert filter_args(func_with_signature, ["b"], (1, 2)) == {"a": 1} def test_bound_methods(): """Make sure that calling the same method on two different instances of the same class does resolv to different signatures. """ a = Klass() b = Klass() assert filter_args(a.f, [], (1,)) != filter_args(b.f, [], (1,)) @parametrize( "exception,regex,func,args", [ ( ValueError, "ignore_lst must be a list of parameters to ignore", f, ["bar", (None,)], ), ( ValueError, r"Ignore list: argument \'(.*)\' is not defined", g, [["bar"], (None,)], ), (ValueError, "Wrong number of arguments", h, [[]]), ], ) def test_filter_args_error_msg(exception, regex, func, args): """Make sure that filter_args returns decent error messages, for the sake of the user. """ with raises(exception) as excinfo: filter_args(func, *args) excinfo.match(regex) def test_filter_args_no_kwargs_mutation(): """None-regression test against 0.12.0 changes. https://github.com/joblib/joblib/pull/75 Make sure filter args doesn't mutate the kwargs dict that gets passed in. """ kwargs = {"x": 0} filter_args(g, [], [], kwargs) assert kwargs == {"x": 0} def test_clean_win_chars(): string = r"C:\foo\bar\main.py" mangled_string = _clean_win_chars(string) for char in ("\\", ":", "<", ">", "!"): assert char not in mangled_string @parametrize( "func,args,kwargs,sgn_expected", [ (g, [list(range(5))], {}, "g([0, 1, 2, 3, 4])"), (k, [1, 2, (3, 4)], {"y": True}, "k(1, 2, (3, 4), y=True)"), ], ) def test_format_signature(func, args, kwargs, sgn_expected): # Test signature formatting. path, sgn_result = format_signature(func, *args, **kwargs) assert sgn_result == sgn_expected def test_format_signature_long_arguments(): shortening_threshold = 1500 # shortening gets it down to 700 characters but there is the name # of the function in the signature and a few additional things # like dots for the ellipsis shortening_target = 700 + 10 arg = "a" * shortening_threshold _, signature = format_signature(h, arg) assert len(signature) < shortening_target nb_args = 5 args = [arg for _ in range(nb_args)] _, signature = format_signature(h, *args) assert len(signature) < shortening_target * nb_args kwargs = {str(i): arg for i, arg in enumerate(args)} _, signature = format_signature(h, **kwargs) assert len(signature) < shortening_target * nb_args _, signature = format_signature(h, *args, **kwargs) assert len(signature) < shortening_target * 2 * nb_args @with_numpy def test_format_signature_numpy(): """Test the format signature formatting with numpy.""" def test_special_source_encoding(): from joblib.test.test_func_inspect_special_encoding import big5_f func_code, source_file, first_line = get_func_code(big5_f) assert first_line == 5 assert "def big5_f():" in func_code assert "test_func_inspect_special_encoding" in source_file def _get_code(): from joblib.test.test_func_inspect_special_encoding import big5_f return get_func_code(big5_f)[0] def test_func_code_consistency(): from joblib.parallel import Parallel, delayed codes = Parallel(n_jobs=2)(delayed(_get_code)() for _ in range(5)) assert len(set(codes)) == 1