simpleml.save_patterns.database module¶

Module for save patterns registered for database persistence

class simpleml.save_patterns.database.DatabasePickleSavePattern[source]¶

Save pattern implementation to save binary objects to a database table

classmethod load(primary_key: str, **kwargs) → Any[source]¶

Load method to load files from database

Hardcoded to only pull from pickled so overwrite to use other storage mechanism

classmethod save(obj: Any, persistable_type: str, persistable_id: str, **kwargs) → str[source]¶

Save method to save files into binary schema

Hardcoded to only store pickled objects in database so overwrite to use other storage mechanism

class simpleml.save_patterns.database.DatabaseTableSavePattern[source]¶

Save pattern implementation to save dataframes to a database table

classmethod load(filepath_data: Dict[str, str], **kwargs) → pandas.core.frame.DataFrame[source]¶: Load method to load dataframe from database

classmethod save(obj: pandas.core.frame.DataFrame, persistable_id: str, schema: str = 'DATASETS', **kwargs) → Dict[str, str][source]¶: Save method to save dataframe into a new table with name = GUID Updates filepath for the artifact with the schema and table