feat: adding secure loading of models by default for haystack #3901
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mayankjobanputra
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julian-risch
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mayankjobanputra
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masci
requested changes
Jan 23, 2023
julian-risch
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Jan 23, 2023
| @@ -18,6 +18,12 @@ | |||
| env_meta_data: Dict[str, Any] = {} | |||
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| def set_pytorch_secure_model_loading(flag_val="1"): | |||
| # To load secure only model pytorch requires value of | |||
| # TORCH_FORCE_WEIGHTS_ONLY_LOAD to be ["1", "y", "yes", "true"] | |||
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I think we should check whether this flag is set to any value different from ["1", "y", "yes", "true"] before setting it to 1. Maybe a user explicitly set it to False. In that case we shouldn't silently overwrite it. Instead, let's at least log a warning.
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Changed it. I think your suggestion is taken care of, but please do let me know if you disagree.
masci
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Jan 24, 2023
Co-authored-by: Massimiliano Pippi <mpippi@gmail.com>
julian-risch
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Jan 24, 2023
ZanSara
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Jan 27, 2023
* adding secure loading of models by default * simplified set function * testing import effect correctly * added appropriate log line, adapted the test * change log string formatting Co-authored-by: Massimiliano Pippi <mpippi@gmail.com> * remove extra closing bracket ) Co-authored-by: Julian Risch <julian.risch@deepset.ai> Co-authored-by: Massimiliano Pippi <mpippi@gmail.com>
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Related Issues
Proposed Changes:
setting TORCH_FORCE_WEIGHTS_ONLY_LOAD to 1 by default
How did you test it?
added unit test
Notes for the reviewer
To load secure-only model pytorch requires the value of TORCH_FORCE_WEIGHTS_ONLY_LOAD to be ["1", "y", "yes", "true"]
For more details please refer to pytorch PR pytorch/pytorch#87443.
Checklist
fix:,feat:,build:,chore:,ci:,docs:,style:,refactor:,perf:,test:.