john-bodley commented on a change in pull request #9284: Reduce dashboard 
bootstrap payload
URL: 
https://github.com/apache/incubator-superset/pull/9284#discussion_r391866129
 
 

 ##########
 File path: superset/connectors/base/models.py
 ##########
 @@ -213,6 +235,77 @@ def data(self) -> Dict[str, Any]:
             "select_star": self.select_star,
         }
 
+    def data_for_slices(self, slices: List[Slice]) -> Dict[str, Any]:
+        """
+        The representation of the datasource containing only the required data
+        to render the provided slices.
+
+        Used to reduce the payload when loading a dashboard.
+        """
+        data = self.data
+        metric_names = set()
+        column_names = set()
+        for slc in slices:
+            form_data = slc.form_data
+
+            # pull out all required metrics from the form_data
+            for param in METRICS_FORM_DATA_PARAMS:
+                for metric in form_data.get(param) or []:
+                    metric_names.add(utils.get_metric_name(metric))
+
+                    # extra logic to handle adhoc metrics with column 
references
+                    if isinstance(metric, dict) and metric.get("column"):
+                        column_names.add(metric.get("column", 
{}).get("column_name"))
+
+            for param in METRIC_FORM_DATA_PARAMS:
+                metric = form_data.get(param)
+                metric_names.add(utils.get_metric_name(metric))
 
 Review comment:
   Should there be similar logic for ad-hoc metrics here as well?

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