fix(datasets): Use put() and get() instead of copy in TensorFlowModelDataset's _save and _load methods.
#844
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…owModelDataset`'s `_save` and `_load` methods. Signed-off-by: gitgud5000 <[email protected]>
merelcht
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Sep 25, 2024
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Thanks for the investigation and contribution of the fix @gitgud5000 ! This looks good to me 👍
Can you add a comment in the release notes and add your name to the contributors list for the upcoming release as well? 🙂
ankatiyar
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Sep 25, 2024
Signed-off-by: gitgud5000 <[email protected]>
Signed-off-by: Ankita Katiyar <[email protected]>
harm-matthias-harms
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Oct 1, 2024
…owModelDataset`'s `_save` and `_load` methods. (kedro-org#844) * fix(datasets): Use `put()` and `get()` instead of `copy` in `TensorFlowModelDataset`'s `_save` and `_load` methods. Signed-off-by: gitgud5000 <[email protected]> * chore: Added comments of changes in `RELEASE.md` Signed-off-by: gitgud5000 <[email protected]> --------- Signed-off-by: gitgud5000 <[email protected]> Signed-off-by: Ankita Katiyar <[email protected]> Co-authored-by: Merel Theisen <[email protected]> Co-authored-by: Ankita Katiyar <[email protected]> Signed-off-by: Harm Matthias Harms <[email protected]>
MinuraPunchihewa
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Oct 1, 2024
…owModelDataset`'s `_save` and `_load` methods. (kedro-org#844) * fix(datasets): Use `put()` and `get()` instead of `copy` in `TensorFlowModelDataset`'s `_save` and `_load` methods. Signed-off-by: gitgud5000 <[email protected]> * chore: Added comments of changes in `RELEASE.md` Signed-off-by: gitgud5000 <[email protected]> --------- Signed-off-by: gitgud5000 <[email protected]> Signed-off-by: Ankita Katiyar <[email protected]> Co-authored-by: Merel Theisen <[email protected]> Co-authored-by: Ankita Katiyar <[email protected]> Signed-off-by: Minura Punchihewa <[email protected]>
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Description
This PR resolves the issue in #839, where saving
TensorFlowModelDatasetto Azure Blob Storage fails due to incorrect use of.copy()from thefsspec.filesysteminterface.Development notes
The issue occurs in the
_saveand_loadmethods on lines 147 and 172, where.copy()is used. According to the fsspec documentation,.copy()is intended for remote-to-remote transfers. Since this involves copying from a local filesystem to remote storage,.put()should be used for saving and.get()for loading.The code has been updated to use
.put()and.get()accordingly, replacing the use of.copy().Both methods work for local-to-local and local-to-remote(& vice versa) transfers based on testing.
Checklist
RELEASE.mdfile