running reports with neurostore reference dataset takes **a lot** of memory

[jdkent]

Summary

Additional details

• NiMARE version:

What were you trying to do?

What did you expect to happen?

What actually happened?

Reproducing the bug

[JulioAPeraza]

Did you see this high memory issue with CBMA or IBMA?

[jdkent]

CBMA

[JulioAPeraza]

@jdkent The peak memory usage comes from the last interactive plot:

NiMARE/nimare/reports/base.py

Line 291 in 67cda97

plot_interactive_brain(img, fig_dir / "corrector_figure-interactive.html", threshold)

Should we set that to optional? We can define a parameter advanced=False that controls whether to show those in the report.

[jdkent]

could this line be changed to a lower resolution?

NiMARE/nimare/reports/figures.py

Line 273 in 67cda97

template = datasets.load_mni152_template(resolution=1)

this is the figure for someone to navigate the statistical results, correct?

not the interactive surface viewer for the coordinates.

[jdkent]

let's see what happens if we change the resolution to 2mm, potentially halves the memory consumption.