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…odule Add DataSetHubFactory as an orchestration layer for multi-step DataSet workflows (transform, split, score, generate). Add DatasetTransformation with hub-and-spoke format conversion using genqa as the canonical intermediate. Extend DatasetFormatDetector with detect_format method. Include unit tests for full coverage of new modules. --- X-AI-Prompt: add dataset_hub_factory.py and dataset_transformation.py with transform_dataset workflow X-AI-Tool: Kiro
…ansformation tests Fixed 20 failing tests across test_dataset_hub_factory.py and test_dataset_transformation.py. Root cause: lazy imports inside methods meant mock patches on the hub_factory module couldn't find the target attributes. Patched at source modules instead (dataset.DataSet, dataset_transformation.DatasetTransformation, air_hub.AIRHub). Also fixed test_unsupported_format_raises to use DPO (not in inbound converters) instead of converse (which is), and fixed detect_format tests to mock DatasetFormatDetector at its source module. --- X-AI-Prompt: fix failing unit tests for dataset_hub_factory and dataset_transformation X-AI-Tool: Kiro
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