[7.2][ML] Improve hard_limit audit message (#486) #487
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Add the current model memory limit and the number of bytes in excess of that at the point of the last allocation failure to the model size stats. These will be used to construct a (hopefully) more informative hard_limit audit message. The reported memory usage is also scaled to take into account the byte limit margin, which is in play in the initial period of a jobs' lifetime and is used to scale down the high memory limit. This should give a more accurate representation of how close the memory usage is to the high limit. relates elastic/elasticsearch#42086 closes elastic/elasticsearch#38034
droberts195
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droberts195
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relates elastic/elasticsearch#42086
Backports #486