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Add model signature tools for Databricks workspace registry models to Unity Catalog registry models migration #182

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andremesarovic opened this issue Jun 3, 2024 · 0 comments
Open

Add model signature tools for Databricks workspace registry models to Unity Catalog registry models migration #182

andremesarovic opened this issue Jun 3, 2024 · 0 comments

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@andremesarovic
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amesar pushed a commit that referenced this issue Jun 3, 2024
Issue #182: added tools/get_model_signature.py
b7bec85
amesar pushed a commit that referenced this issue Jun 3, 2024
Issue #182: added toosl/set_model_signature.py
f0247f9
amesar pushed a commit that referenced this issue Jun 3, 2024
Issue #182: added tools/list_model_versions_without_signatures.py
a90e05e
amesar pushed a commit that referenced this issue Jun 3, 2024
Issue #182: added tools/tools_utils.py
55dc11a
amesar pushed a commit that referenced this issue Jun 3, 2024
Issue #182: setup.py: added signature console scripts
1cf5e85
amesar pushed a commit that referenced this issue Jun 3, 2024
Issue #182: minor updates to model signature scripts
9fcf248
amesar pushed a commit that referenced this issue Jun 3, 2024
Issue #182: README_tools.md: added model signature script documentation
6f5a783
amesar pushed a commit that referenced this issue Jun 4, 2024
Issue #182: added Iris training and scoring examples
9456bcc
amesar pushed a commit that referenced this issue Jun 4, 2024
Issue #182: added test_model_signature.py
ad1a85d
amesar pushed a commit that referenced this issue Jun 26, 2024
Issue #182: Added model signature notebooks
33fdc4e
amesar pushed a commit that referenced this issue Jun 26, 2024
Issue #182: Tweaked main README notebooks for new tools
95a037e
amesar pushed a commit that referenced this issue Jun 26, 2024
Issue #182: Added ye always-forgot-to-check-in tools/__init__.py file
1748105
amesar pushed a commit that referenced this issue Jun 26, 2024
Issue #182: removed debug statements
732b120
amesar pushed a commit that referenced this issue Jun 26, 2024
Issue #182: Tweaked List_Model_Versions_Without_Signature notebook
795bc90
amesar pushed a commit that referenced this issue Jul 3, 2024
Issue #182: Major enhancement of model signature tools:
7bee655 
> 1. Moved signature utils from tools_utils.py to  signature_utils.py
> 2. Added get_model_signature() to signature_utils.py which returns signature from downloading MLmodel instead of calling mlflow.models.get_model_info() which downloads all the artifacts which can be very slow for large models
amesar pushed a commit that referenced this issue Jul 3, 2024
Issue #182: added signature_utils.py
a89b332
amesar pushed a commit that referenced this issue Jul 3, 2024
Issue #182: tools/list_model_versions_without_signatures.py: added de…
32b8ae8 
…fault value to use_get_model_info in as_pandas_df()
amesar pushed a commit that referenced this issue Jul 3, 2024
Issue #182: Update signature notebooks per new signature_utils.get_mo…
edb7897 
…del_signature() method
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@andremesarovic