[7.x][ML] Add a model memory estimation endpoint for anomaly detection #54129
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A new endpoint for estimating anomaly detection job model memory requirements: POST _ml/anomaly_detectors/estimate_model_memory Backport of elastic#53507
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A new endpoint for estimating anomaly detection job
model memory requirements:
POST _ml/anomaly_detectors/estimate_model_memory
Backport of #53507