[AINode]: Integrate toto as a builtin forecasting model#17322

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graceli02 wants to merge 11 commits intoapache:masterfrom

graceli02:toto-ainode-integration

Commits on Mar 26, 2026

[AINode] Integrate Toto time series foundation model as a built-in model
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[AINode] Fix merge conflict in model_info.py and reformat pipeline_toto.py
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[AINode] Add Apache license headers and fix pipeline_toto.py
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[AINode] Integrate toto source, fix build_binary.py, rewrite modeling/pipeline

graceli02
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claude
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[AINode] Fix RAT license check: move toto attribution to root NOTICE

graceli02
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claude
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[AINode] Fix toto runtime bugs: scaler aliases and output_distribution_kwargs

graceli02
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claude
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[AINode] Fix toto code style: Black formatting and isort imports

graceli02
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claude
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[AINode] Fix build_binary.py: print poetry lock errors to CI logs
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address review comments
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[AINode] Adapt TotoPipeline to new inherit policy

graceli02
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claude
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[AINode] Revert .gitignore trailing newline diff

graceli02
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claude
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