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Add unit test for enabled hierarchy label support #2152

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May 15, 2023
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Add unit test for enabled hierarchy label support #2152

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86e250c
test: add unit test for enabling hierarchy label in classification task
cih9088 May 15, 2023
0350702
docs: add to changelog
cih9088 May 15, 2023
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2 changes: 1 addition & 1 deletion CHANGELOG.md
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Expand Up @@ -15,7 +15,7 @@ All notable changes to this project will be documented in this file.
### Enhancements

- Make semantic segmentation OpenVINO models compatible with ModelAPI (<https://github.com/openvinotoolkit/training_extensions/pull/2029>).
- Support label hierarchy through LabelTree in LabelSchema for classification task (<https://github.com/openvinotoolkit/training_extensions/pull/2149>)
- Support label hierarchy through LabelTree in LabelSchema for classification task (<https://github.com/openvinotoolkit/training_extensions/pull/2149>, <https://github.com/openvinotoolkit/training_extensions/pull/2152>)

### Bug fixes

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18 changes: 18 additions & 0 deletions tests/unit/core/data/adapter/test_classification_adapter.py
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Expand Up @@ -112,10 +112,28 @@ def test_hierarchical_label(self):
assert isinstance(hlabel_train_dataset_adapter.get_otx_dataset(), DatasetEntity)
assert isinstance(hlabel_train_dataset_adapter.get_label_schema(), LabelSchemaEntity)

label_tree = hlabel_train_dataset_adapter.get_label_schema().label_tree
assert label_tree.num_labels == len(hlabel_train_dataset_adapter.category_items)
for label in label_tree.get_labels_in_topological_order():
parent = label_tree.get_parent(label)
parent_name = "" if parent is None else parent.name
assert [i.parent for i in hlabel_train_dataset_adapter.category_items if i.name == label.name][
0
] == parent_name

hlabel_test_dataset_adapter = ClassificationDatasetAdapter(
task_type=self.task_type, test_data_roots=test_data_roots
)

assert Subset.TESTING in hlabel_test_dataset_adapter.dataset
assert isinstance(hlabel_test_dataset_adapter.get_otx_dataset(), DatasetEntity)
assert isinstance(hlabel_test_dataset_adapter.get_label_schema(), LabelSchemaEntity)

label_tree = hlabel_test_dataset_adapter.get_label_schema().label_tree
assert label_tree.num_labels == len(hlabel_test_dataset_adapter.category_items)
for label in label_tree.get_labels_in_topological_order():
parent = label_tree.get_parent(label)
parent_name = "" if parent is None else parent.name
assert [i.parent for i in hlabel_test_dataset_adapter.category_items if i.name == label.name][
0
] == parent_name