def compare_taxonomy(self, taxonomy: Taxonomy2) -> Tuple[bool, List[List[str]]]:
"""Ensure self labels match taxonomy."""
check = compare_taxonomy(category_path=self.labels.category, taxonomy=taxonomy)
if check:
return check, [["null", "null"]]
else:
return check, self.labels.category
def compare_taxonomy(self, taxonomy: Taxonomy2) -> Tuple[bool, List[List[str]]]:
"""Compare the label classes with the taxonomy."""
# Iterate over each label
for label in self.labels:
check_ = compare_taxonomy(label.classname, taxonomy)
if not check_:
return False, label.classname
return True, [["null", "null"]]
def test_compare() -> None:
"""Test category path with simple taxonomy."""
Taxonomy1 = Taxonomy2(remote_tax=TAXONOMY1["taxonomy"])
cat_path = [["object", "car"]]
assert compare_taxonomy(cat_path, Taxonomy1)
cat_path2 = [["object", "not correct"]]
assert not compare_taxonomy(cat_path2, Taxonomy1)
cat_path3 = [["not correct", "car"]]
assert not compare_taxonomy(cat_path3, Taxonomy1)
cat_path4 = [["object"]]
assert not compare_taxonomy(cat_path4, Taxonomy1)
cat_path5 = [["object", "car", "not correct"]]
assert not compare_taxonomy(cat_path5, Taxonomy1)
def compare_taxonomy(self, taxonomy: Taxonomy2) -> Tuple[bool, List[List[str]]]:
"""Ensure self labels match taxonomy."""
for label in self.labels:
check = compare_taxonomy(category_path=label.category, taxonomy=taxonomy)
if not check:
return check, label.category
return True, [["null", "null"]]
def compare_taxonomy(self, taxonomy: Taxonomy2) -> Tuple[bool, List[List[str]]]:
"""Ensure labels abide by taxonomy."""
# Iterate over each frame
for label in self.labels:
check = compare_taxonomy(category_path=label.classname, taxonomy=taxonomy)
if not check:
return check, label.classname
return True, [["null", "null"]]