timeserio.data.mock module

timeserio.data.mock.mock_dask_fit_data(periods=48, start_date=None, ids=[0], embedding_dim=2, seq_length=3)

Create example fit data as a dask DataFrame.

DataFrame is partitioned by ID.

timeserio.data.mock.mock_dask_raw_data(periods=48, start_date=None, ids=[0])

Create example fit data as a dask DataFrame.

DataFrame is partitioned by ID.

timeserio.data.mock.mock_datetime_range(periods=48, start=None)

Sample datetime range with a half-hour period.

timeserio.data.mock.mock_fit_data(periods=48, start_date=None, ids=[0], embedding_dim=2, seq_length=3)

Create example fit data in the tall DataFrame format.

timeserio.data.mock.mock_predict_data(periods=48, start_date=None)

Create example predict data in the tall DataFrame format.

timeserio.data.mock.mock_raw_data(periods=48, start_date=None, ids=[0])

Create example raw data in the tall DataFrame format.