cryores.experiments.data package

Submodules

cryores.experiments.data.base module

class cryores.experiments.data.base.Dataset

Bases: ABC

Collection of tabular data and key-value parameters.

abstract add_data(data: DataFrame, metadata: dict) → None

abstract classmethod load(path: str, name: str)

Create a Dataset from one or more files.

abstract save(path, name)

Save the dataset to the given path with the prefix name.

The name should not include any file extension, as this dataset may be represented by more than one file.

cryores.experiments.data.csv_json module

Dataset implementation using CSV for table data and JSON for metadata.

class cryores.experiments.data.csv_json.CsvJsonDataset

Bases: Dataset

Save Pandas DataFrame and JSON-compatible dictionaries as CSV and JSON.

Every dataset will be specified by a name and have a corresponding .csv and .json file.

add_data(data: DataFrame, metadata: dict) → None

classmethod load(path: str, name: str)

Create a Dataset from one or more files.

save(path: str, name: str)

Save the dataset to the given path with the prefix name.

The name should not include any file extension, as this dataset may be represented by more than one file.

cryores.experiments.data.simple module

Simple in-memory dataset. Use for testing only.

class cryores.experiments.data.simple.SimpleDataset

Bases: Dataset

Store Pandas DataFrame and metadata in memory.

add_data(data: DataFrame, metadata: dict) → None

classmethod load(path: str, name: str)

Create a Dataset from one or more files.

save(path: str, name: str)

Do nothing.

Module contents