import pytest from mlflow.utils import gorilla class Delegator: def __init__(self, delegated_fn): self.delegated_fn = delegated_fn def __get__(self, instance, owner): return self.delegated_fn def delegate(delegated_fn): return lambda fn: Delegator(delegated_fn) def gen_class_A_B(): class A: def f1(self): pass def f2(self): pass def delegated_f3(self): pass @delegate(delegated_f3) def f3(self): pass class B(A): def f1(self): pass return A, B @pytest.fixture def gorilla_setting(): return gorilla.Settings(allow_hit=True, store_hit=True) def test_basic_patch_for_class(gorilla_setting): A, B = gen_class_A_B() original_A_f1 = A.f1 original_A_f2 = A.f2 original_B_f1 = B.f1 def patched_A_f1(self): pass def patched_A_f2(self): pass def patched_B_f1(self): pass patch_A_f1 = gorilla.Patch(A, "f1", patched_A_f1, gorilla_setting) patch_A_f2 = gorilla.Patch(A, "f2", patched_A_f2, gorilla_setting) patch_B_f1 = gorilla.Patch(B, "f1", patched_B_f1, gorilla_setting) assert gorilla.get_original_attribute(A, "f1") is original_A_f1 assert gorilla.get_original_attribute(B, "f1") is original_B_f1 assert gorilla.get_original_attribute(B, "f2") is original_A_f2 gorilla.apply(patch_A_f1) assert A.f1 is patched_A_f1 assert gorilla.get_original_attribute(A, "f1") is original_A_f1 assert gorilla.get_original_attribute(B, "f1") is original_B_f1 gorilla.apply(patch_B_f1) assert A.f1 is patched_A_f1 assert B.f1 is patched_B_f1 assert gorilla.get_original_attribute(A, "f1") is original_A_f1 assert gorilla.get_original_attribute(B, "f1") is original_B_f1 gorilla.apply(patch_A_f2) assert A.f2 is patched_A_f2 assert B.f2 is patched_A_f2 assert gorilla.get_original_attribute(A, "f2") is original_A_f2 assert gorilla.get_original_attribute(B, "f2") is original_A_f2 gorilla.revert(patch_A_f2) assert A.f2 is original_A_f2 assert B.f2 is original_A_f2 assert gorilla.get_original_attribute(A, "f2") == original_A_f2 assert gorilla.get_original_attribute(B, "f2") == original_A_f2 gorilla.revert(patch_B_f1) assert A.f1 is patched_A_f1 assert B.f1 is original_B_f1 assert gorilla.get_original_attribute(A, "f1") == original_A_f1 assert gorilla.get_original_attribute(B, "f1") == original_B_f1 gorilla.revert(patch_A_f1) assert A.f1 is original_A_f1 assert B.f1 is original_B_f1 assert gorilla.get_original_attribute(A, "f1") == original_A_f1 assert gorilla.get_original_attribute(B, "f1") == original_B_f1 def test_patch_for_descriptor(gorilla_setting): A, _ = gen_class_A_B() original_A_f3_raw = object.__getattribute__(A, "f3") def patched_A_f3(self): pass patch_A_f3 = gorilla.Patch(A, "f3", patched_A_f3, gorilla_setting) assert gorilla.get_original_attribute(A, "f3") is A.delegated_f3 assert ( gorilla.get_original_attribute(A, "f3", bypass_descriptor_protocol=True) is original_A_f3_raw ) gorilla.apply(patch_A_f3) assert A.f3 is patched_A_f3 assert gorilla.get_original_attribute(A, "f3") is A.delegated_f3 assert ( gorilla.get_original_attribute(A, "f3", bypass_descriptor_protocol=True) is original_A_f3_raw ) gorilla.revert(patch_A_f3) assert A.f3 is A.delegated_f3 assert gorilla.get_original_attribute(A, "f3") is A.delegated_f3 assert ( gorilla.get_original_attribute(A, "f3", bypass_descriptor_protocol=True) is original_A_f3_raw ) # test patch a descriptor @delegate(patched_A_f3) def new_patched_A_f3(self): pass new_patch_A_f3 = gorilla.Patch(A, "f3", new_patched_A_f3, gorilla_setting) gorilla.apply(new_patch_A_f3) assert A.f3 is patched_A_f3 assert object.__getattribute__(A, "f3") is new_patched_A_f3 assert gorilla.get_original_attribute(A, "f3") is A.delegated_f3 assert ( gorilla.get_original_attribute(A, "f3", bypass_descriptor_protocol=True) is original_A_f3_raw ) @pytest.mark.parametrize("store_hit", [True, False]) def test_patch_on_inherit_method(store_hit): A, B = gen_class_A_B() original_A_f2 = A.f2 def patched_B_f2(self): pass gorilla_setting = gorilla.Settings(allow_hit=True, store_hit=store_hit) patch_B_f2 = gorilla.Patch(B, "f2", patched_B_f2, gorilla_setting) gorilla.apply(patch_B_f2) assert B.f2 is patched_B_f2 assert gorilla.get_original_attribute(B, "f2") is original_A_f2 gorilla.revert(patch_B_f2) assert B.f2 is original_A_f2 assert gorilla.get_original_attribute(B, "f2") is original_A_f2 assert "f2" not in B.__dict__ # assert no side effect after reverting @pytest.mark.parametrize("store_hit", [True, False]) def test_patch_on_attribute_not_exist(store_hit): A, _ = gen_class_A_B() def patched_fx(self): return 101 gorilla_setting = gorilla.Settings(allow_hit=True, store_hit=store_hit) fx_patch = gorilla.Patch(A, "fx", patched_fx, gorilla_setting) gorilla.apply(fx_patch) a1 = A() assert a1.fx() == 101 gorilla.revert(fx_patch) assert not hasattr(A, "fx")