> inflation was occuring before the Ukraine invasion

A hypothesis perfectly corroborated by core PCE, the metric OP criticised [1].

[1] https://news.ycombinator.com/item?id=31003409

Correct, but the Ukraine invasion caused a distinct spike. You can see this in how March is an outlier in the data (37% of the energy commodity inflation for the entire year in a single month)