open_subdataset.py

def load_data(FILEPATH):
    ds = gdal.Open(FILEPATH)
    return ds
    
# Opens the data HDF file and returns as a dataframe
def read_dataset(SUBDATASET_NAME, FILEPATH):
    dataset = load_data(FILEPATH)
    path = ''
    for sub, description in dataset.GetSubDatasets():
        if (description.endswith(SUBDATASET_NAME)):
            path = sub
            break
    if(path == ''):
        print(SUBDATASET_NAME + ' not found')
        return
    subdataset = gdal.Open(path)
    subdataset = subdataset.ReadAsArray()
    subdataset = pd.DataFrame(subdataset)
    return subdataset