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Merge/model db upload val#205

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Leon-Leyang merged 67 commits intomerge/v0.3PaulCCCCCCH/Robustar_implementation:merge/v0.3from merge/model-db-upload-valPaulCCCCCCH/Robustar_implementation:merge/model-db-upload-valCopy head branch name to clipboardNov 6, 2023

+270-243

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Commits on Jul 25, 2023

• Add db setup doc; remove useless db files

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Commits on Jul 27, 2023

• add database schema change note

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• add db schema design diagram and code

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Commits on Jul 30, 2023

• Create 'model.py' for initial model APIs sketch

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• Add docstrings for the UploadModel API

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• Add 'model_utils.py' for utilities & outline 'UploadModel' API

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Commits on Aug 7, 2023

• Get all metadata of the model according to the db design

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• Complete init_model function implementation

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Commits on Aug 8, 2023

• Extend UploadModel to handle uploading models after training

  Leon-Leyang

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Commits on Aug 14, 2023

• refactor: implemented orm models

  PaulCCCCCCH

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• fixed db model definition bugs

  PaulCCCCCCH

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Commits on Aug 20, 2023

• change db types in function signatures

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Commits on Aug 27, 2023

• Enhance UploadModel API with ID assignment and architecture metadata

  Leon-Leyang

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Commits on Aug 28, 2023

• Complete val_model function implementation

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• fix: new database operations with SQLAlchemy partially working

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Commits on Aug 31, 2023

• most functionalities working; not passing test cases

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• test cases passing

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• chore: update docker image version; include SQLAlchemy dependency

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• feat: implemented model operations

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Commits on Sep 3, 2023

• Update save path for model definition and checkpoint files to /generated/models

  Leon-Leyang

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• Refactor 'UploadModel' API for enhanced model handling

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• Migrate from importlib_resources to importlib.resources

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• Refresh requirements.txt with updated packge versions

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Commits on Sep 9, 2023

• Merge branch 'dev' of https://github.com/HaohanWang/Robustar_implementation into dev

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• Merge branch 'chonghan/model-db' into 'merge/model-db-upload-val'

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• Merge branch 'leyang/model-upload-val' into merge/model-db-upload-val

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Commits on Sep 10, 2023

• Correct some mistakes to let 'UploadModel' API work for basic custom model upload

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  Leon-Leyang

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• Fix type errors of var pretrained and num_classes

  Leon-Leyang

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• Save the weight of pretrained predefined model to a local file

  Leon-Leyang

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• Raise an exception if pretrained weight is required for "ResNet18-32x32"

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• Save num_classes of predefined models into local files for later restoration

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Commits on Sep 11, 2023

• Save current model weights to a local file if the weight file is not provided

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Commits on Sep 17, 2023

• Comment db clean up temporarily.

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Commits on Sep 22, 2023

• Permit optional transmission of description and tags in metadata from frontend

  Leon-Leyang

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• Update model metadata design: Introduce nickname and Rename name to class_name

  Leon-Leyang

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• Extract 'tags' column from 'Models' table into a new table, and maintain the relationship

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• Enhance UploadModel docstring documentation

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Commits on Oct 1, 2023

• Close DB connection explicitly for .db file removal; Set fixture scope to 'function' for fresh instances per test.

  Leon-Leyang

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• Change the base directory in pytest for debugging

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• Debugging

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• Debugging

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• Debugging

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• Debugging

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• Debugging

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• Debugging

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• Restore for a full test

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• Restore for full test

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• Capture the 'stdout' and 'stderr' in pytest for debugging

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• Debugging

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• Debugging

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• Debugging

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• Solve the problem by specifying the db file address as absolute path

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• Restore the config of CircleCI test

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Commits on Oct 2, 2023

• fix: provide app context to all thread creations

  PaulCCCCCCH

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• Merge branch 'merge/model-db-upload-val' of github.com:HaohanWang/Robustar_migration into merge/model-db-upload-val

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Commits on Oct 10, 2023

• Merge branch 'dev' into merge/model-db-upload-val

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• fix: correctly getting context for child threads

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Commits on Oct 15, 2023

• Resolve code review feedback:

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  Leon-Leyang

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• Merge remote-tracking branch 'origin/merge/model-db-upload-val' into merge/model-db-upload-val

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Commits on Oct 29, 2023

• Add predefined to the model's metadata

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Commits on Oct 31, 2023

• Resolve conflict

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Commits on Nov 1, 2023

• Cherry-pick model refactors from refactor/model-db-upload-val

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Commits on Nov 3, 2023

• Add one TODO

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• Remove one TODO

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Commits on Nov 5, 2023

• Merge branch 'merge/v0.3' into 'merge/model-db-upload-val'

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Commits on Nov 6, 2023

• Add pretrained as a new field in 'models' table & Stop saving weights for models uploaded without an explicit weight file

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• Set pretrained as required field for metadata

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