feat(dataset api): (1.2/n) datasets.iterrorws pagination api updates #1656
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## PR Stack - #1573 - #1625 - #1656 - #1657 - #1658 - #1659 - #1660 **Client SDK** - llamastack/llama-stack-client-python#203 **CI** - https://github.com/meta-llama/llama-stack-ops/actions/runs/13911304888 <img width="1042" alt="image" src="https://github.com/user-attachments/assets/69636067-376d-436b-9204-896e2dd490ca" /> -- the test_rag_agent_with_attachments is flaky and not related to this PR ## Doc <img width="789" alt="image" src="https://github.com/user-attachments/assets/b88390f3-73d6-4483-b09a-a192064e32d9" /> ## Client Usage ```python client.datasets.register( source={ "type": "uri", "uri": "lsfs://mydata.jsonl", }, schema="jsonl_messages", # optional dataset_id="my_first_train_data" ) # quick prototype debugging client.datasets.register( data_reference={ "type": "rows", "rows": [ "messages": [...], ], }, schema="jsonl_messages", ) ``` ## Test Plan - CI: https://github.com/meta-llama/llama-stack-ops/actions/runs/13878055453 ``` LLAMA_STACK_CONFIG=fireworks pytest -v tests/integration/datasets/test_datasets.py ``` ``` LLAMA_STACK_CONFIG=fireworks pytest -v tests/integration/scoring/test_scoring.py ``` ``` pytest -v -s --nbval-lax ./docs/notebooks/Llama_Stack_Benchmark_Evals.ipynb ```
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