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feat: introduce user datasets #72
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- Implement `list_datasets()` method to retrieve dataset previews - Add `add_remote_dataset()` method to create new remote datasets - Introduce `get_remote_dataset()` method to fetch remote dataset by reference - Update `ports.py` to include optional dataset specification - Create new `remote_dataset.py` with RemoteDataset class for dataset operations
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- Extract file download logic to ApiClient's new `download_file()` method - Reduce code duplication in model download process - Improve error handling and logging for file downloads - Ensure consistent directory creation and file download behavior
…hods - Add detailed docstrings for RemoteDataset class and its methods - Improve logging with more informative messages - Implement `download_data()` method to retrieve dataset files - Refactor existing methods with better error handling and logging - Add context-specific logging for dataset operations
- Enhance error handling in model download process - Add more precise error logging for download failures - Ensure metadata is only written after successful model download - Update test cases to reflect new error handling behavior
… workflows This commit updates the dataset management notebook with comprehensive functionality: - Refactored dataset listing to show detailed dataset information - Added methods for creating and uploading user datasets - Implemented dataset download and cleanup functionality - Updated notebook to use environment variables for API authentication - Removed redundant datasets notebook and consolidated workflows
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Add User Cloud Dataset support
CONTEXT
The PR introduces cloud dataset management capabilities to the Focoos SDK, allowing users to create, upload, download, and manage datasets in the cloud. This enhancement enables better data organization and sharing capabilities for training models.
KEY CHANGES
RemoteDataset
class for managing cloud datasetsFocoos
class:list_datasets()
add_remote_dataset()
get_remote_dataset()
ApiClient
class with improved file upload/download capabilitiesIMPACT