Jupyter Notebooks: How do I execute only cells that have a particular tag

So I figured this out. I think other folks have been looking for a answer similar to this, so I am posting it.

First, I had to tag the relevant cells in the notebook. You can do that through the "View", and then "Cell Toolbar" in the notebook.

Second, create a code cell with these functions. The first function will get all cells that have a certain tag. The second cell will run all cells that have that tag. In my case, the tagname was 'plotcell', but this can be changed to anything. This cell needs to run before trying to use this function, so I usually make it an initialization cell.

%%javascript
window.findCellIndicesByTag = function findCellIndicesByTag(tagName) {
  return (Jupyter.notebook.get_cells()
    .filter(
      ({metadata: {tags}}) => tags && tags.includes(tagName)
    )
    .map((cell) => Jupyter.notebook.find_cell_index(cell))
  );
};

window.runPlotCells = function runPlotCells() {
    var c = window.findCellIndicesByTag('plotcell');
    Jupyter.notebook.execute_cells(c);
};

Finally, to run this code, you need to use the following code:

from IPython.core.display import Javascript
from IPython.display import display

def runPlotCells():
    display(Javascript("window.runPlotCells()"))

This code will execute the previously created Javascript function to runPlotCells. I used the display function so that the output in the notebook is suppressed and the results are visible in the browser developer console.

You then run this function after the on_click event from the button.

And that should be it.