diff --git a/modules/source/08_dataloader/dataloader_dev.py b/modules/source/08_dataloader/dataloader_dev.py index f26bc9df..41d872a0 100644 --- a/modules/source/08_dataloader/dataloader_dev.py +++ b/modules/source/08_dataloader/dataloader_dev.py @@ -966,6 +966,10 @@ print("๐Ÿ“ˆ Final Progress: Complete data pipeline ready for production ML!") # %% [markdown] """ ## ๐Ÿ”ง DEVELOPMENT + +### ๐Ÿงช Unit Test: Dataset Interface Implementation + +This test validates the abstract Dataset interface, ensuring proper inheritance, method implementation, and interface compliance for creating custom datasets in the TinyTorch data loading pipeline. """ # %% @@ -986,6 +990,14 @@ def test_unit_dataset_interface(): print("โœ… Dataset interface works correctly") +# %% [markdown] +""" +### ๐Ÿงช Unit Test: DataLoader Implementation + +This test validates the DataLoader class functionality, ensuring proper batch creation, iteration capability, and integration with datasets for efficient data loading in machine learning training pipelines. +""" + +# %% def test_unit_dataloader(): """Unit test for the DataLoader implementation.""" print("๐Ÿ”ฌ Unit Test: DataLoader...") @@ -1005,6 +1017,14 @@ def test_unit_dataloader(): print("โœ… DataLoader works correctly") +# %% [markdown] +""" +### ๐Ÿงช Unit Test: Simple Dataset Implementation + +This test validates the SimpleDataset class, ensuring it can handle real-world data scenarios including proper data storage, indexing, and compatibility with the DataLoader for practical machine learning workflows. +""" + +# %% def test_unit_simple_dataset(): """Unit test for the SimpleDataset implementation.""" print("๐Ÿ”ฌ Unit Test: SimpleDataset...") @@ -1023,6 +1043,14 @@ def test_unit_simple_dataset(): print("โœ… SimpleDataset works correctly") +# %% [markdown] +""" +### ๐Ÿงช Unit Test: Complete Data Pipeline Integration + +This comprehensive test validates the entire data pipeline from dataset creation through DataLoader batching, ensuring all components work together seamlessly for end-to-end machine learning data processing workflows. +""" + +# %% def test_unit_dataloader_pipeline(): """Comprehensive unit test for the complete data pipeline.""" print("๐Ÿ”ฌ Comprehensive Test: Data Pipeline...")