We need to check, if the following increases the memory usage: ```Python ds_to_write = dataset["headers]] ds_to_write["headers"].data[not_null] = traces.header ds_to_write["headers"].data[~not_null] = 0 ``` due to creating a copy or the original large data array ds_to_write We hope that ds_to_write is instead references to the data array in dataset