This folder contains a few examples on how to use ExeTera in different scenarios.

This example shows how to generate ExeTera HDF5 datafile through 'importer.import_with_schema' function, and a few basic commands to print the dataset content.

This example shows how to import multiple CSV files into a ExeTera HDF5 datafile. The example datafile has a similar structure to Covid Symptom Study (CSS) dataset, including a user table and a assessments table. Content in this example is section 1, Import.

This example shows how to use ExeTera, through the major components: dataset, dataframe and fields. Content in this example is: section 2, Session and Dataset and section 3, DataFrame and Fields.

Please note this example is based on assessments.hdf5 file, hence please go through the simple_linked_dataset example and generate the hdf5 file first.

This example shows the intermediate functions of ExeTera, such as filtering, group by, sorting, performance boosting using numba, and output the dataframe to csv file. Content in this example is section 4 filtering, section 5 performance boosting, section 6 groupby, section 7 join, section 8 sort and section 9 input/output.

Please note this example is based on assessments.hdf5 file, hence please go through the simple_linked_dataset example and generate the hdf5 file first.