graphnet.datasets.test_dataset module

A CuratedDataset for unit tests.

class graphnet.datasets.test_dataset.TestDataset(graph_definition, download_dir, truth, features, backend, train_dataloader_kwargs, validation_dataloader_kwargs, test_dataloader_kwargs)[source]

Bases: ERDAHostedDataset

A CuratedDataset class for unit tests of ERDAHosted Datasets.

This dataset should not be used outside the context of unit tests.

Construct CuratedDataset.

Parameters:

  • graph_definition (GraphDefinition) – Method that defines the data representation.

  • download_dir (str) – Directory to download dataset to.

  • truth (Optional) – List of event-level truth to include. Will include all available information if not given.

  • features (Optional) – List of input features from pulsemap to use. If not given, all available features will be used.

  • backend (Optional) – data backend to use. Either “parquet” or “sqlite”. Defaults to “parquet”.

  • train_dataloader_kwargs (Optional) – Arguments for the training DataLoader. Default None.

  • validation_dataloader_kwargs (Optional) – Arguments for the validation DataLoader, Default None.

  • test_dataloader_kwargs (Optional) – Arguments for the test DataLoader. Default None.