Call the new _estimate_memory_usage API endpoint on df analytics _start #45536
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This PR integrates the new _estimate_memory_usage API endpoint into df analytics.
_estimate_memory_usage is called early during df analytics _start in order to detect whether user-provided model memory limit is sufficient taking into account memory usage estimation. If not, error is thrown and the user can retry the request with different (higher) value of model_memory_limit.
Relates #44699
Closes #45544