Add BAL samples for JTJ diagonal test#12
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* [refactor] move read_bal_data to a separate module. * local file system test * [test] fetch from uw * [ci] rename and hook up * add negative test
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This pull request refactors the BAL dataset loading utilities by separating the core parsing logic into a new module, improving modularity and testability. The main parsing function is now located in
datapipes/bal_io.py, and streaming/data pipeline utilities indatapipes/bal_loader.pyhave been updated to import from this new module. Additionally, a new test is introduced to validate the correctness of the Jacobian structure for real BAL problems, including dataset downloading and caching logic.