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CachedModel smart sampling/aggregation #553

@brifordwylie

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@brifordwylie

Right now we're trying to push and pull WAY too big stuff around...

WARNING t:full_cross_fold Sampling 5000 rows (top 2500 residuals + 2500 random)
(cached_artifact_mixin.py:66) ERROR Error refreshing data for cachedmodel_<model>_get_inference_predictions_full_cross_fold_: command not allowed when used memory > 'maxmemory'.
(cached_artifact_mixin.py:66) ERROR Error refreshing data for cachedmodel_<model>_get_inference_metrics__capture_name_full_cross_fold: command not allowed when used memory > 'maxmemory'.

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apiPython API WorkdashDash/Plotly WorkperformanceSlow/poor performance issuepluginsPlugin Architecture and Developmentweb_interfaceWeb Interface Work

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