colda.database.default_database package
Submodules
colda.database.default_database.api module
- class colda.database.default_database.api.DefaultMetadataDatabase
Bases:
BaseDatabase,AbstractMetadataDatabaseStore default setting. Ex. default path, default mode. Default setting is used by assistor.
Attributes
None
Methods
get_instance get_all_records store_record get_record
- classmethod delete()
- get_all_records_history() list[tuple[str]]
Return all records in this database
Returns
list[tuple[str]]
- classmethod get_instance() type[database.default_database.default_metadata_database.DefaultMetadataDatabase]
Singleton pattern. Get instance of current class.
Returns
type[DefaultMetadataDatabase]
- get_record(user_id: str) tuple[str]
Store default setting
Parameters
- user_idstr
current user’s id
Returns
None
- store_record(user_id: str, default_mode: Literal['auto', 'manual'], default_task_mode: Literal['classification', 'regression'], default_model_name: Literal['linear', 'decision_tree', 'svm', 'gradient_boosting', 'mlp'], default_file_path: str | None = None, default_id_column: str | None = None, default_data_column: str | None = None) None
Store default setting
Parameters
- user_idstr
unique user id get from the token
- default_modeDefault_Mode
Must in Default_Mode
- default_task_modestr
Must in Default_Task_Mode
- default_model_namestr
model_name. Ex. Decision Tree
- default_file_pathstr=None
training data file path
- default_id_columnstr=None
training data id column
- default_data_columnstr=None
training data data column
Returns
None
colda.database.default_database.default_metadata_database module
- class colda.database.default_database.default_metadata_database.DefaultMetadataDatabase
Bases:
BaseDatabase,AbstractMetadataDatabaseStore default setting. Ex. default path, default mode. Default setting is used by assistor.
Attributes
None
Methods
get_instance get_all_records store_record get_record
- classmethod delete()
- get_all_records_history() list[tuple[str]]
Return all records in this database
Returns
list[tuple[str]]
- classmethod get_instance() type[colda.database.default_database.default_metadata_database.DefaultMetadataDatabase]
Singleton pattern. Get instance of current class.
Returns
type[DefaultMetadataDatabase]
- get_record(user_id: str) tuple[str]
Store default setting
Parameters
- user_idstr
current user’s id
Returns
None
- store_record(user_id: str, default_mode: Literal['auto', 'manual'], default_task_mode: Literal['classification', 'regression'], default_model_name: Literal['linear', 'decision_tree', 'svm', 'gradient_boosting', 'mlp'], default_file_path: str | None = None, default_id_column: str | None = None, default_data_column: str | None = None) None
Store default setting
Parameters
- user_idstr
unique user id get from the token
- default_modeDefault_Mode
Must in Default_Mode
- default_task_modestr
Must in Default_Task_Mode
- default_model_namestr
model_name. Ex. Decision Tree
- default_file_pathstr=None
training data file path
- default_id_columnstr=None
training data id column
- default_data_columnstr=None
training data data column
Returns
None