nannyml.io package

Subpackages

• nannyml.io.db package
  • Submodules
    • nannyml.io.db.database_writer module
    • nannyml.io.db.entities module
    • nannyml.io.db.mappers module
  • Module contents
• nannyml.io.store package
  • Submodules
    • nannyml.io.store.base module
    • nannyml.io.store.file_store module
    • nannyml.io.store.serializers module
  • Module contents

Submodules

• nannyml.io.base module
• nannyml.io.file_reader module
• nannyml.io.file_writer module
• nannyml.io.pickle_file_writer module
• nannyml.io.raw_files_writer module

Module contents

The io package enables importing and exporting NannyML objects such as calculators or results.

The file_reader and file_writer modules contain base classes to read and write files from local or cloud storage.

The raw_files_writer allows exporting Result objects to disk in CSV or Parquet format. The pickle_file_writer allows exporting Result objects to disk serialized using Python pickle.

The db module implements exporting Result objects to a database.

The store module implements an object cache, meant to cache fitted calculators in between runs.