Change type checking in _process_metric and _do_cast

Author: ghanse

src/databricks/labs/dqx/profiler/profiler.py

@@ -216,7 +216,7 @@ def _process_metric(self, metric_name: str, metric_value: Any, metric: str, sm_d
         """
         typ = field_types[metric_name]
         if metric_value is not None:
-            if (typ in {T.IntegerType(), T.LongType()}) and metric in {"stddev", "mean"}:
+            if metric in {"stddev", "mean"}:
                 sm_dict[metric_name][metric] = float(metric_value)
             else:
                 sm_dict[metric_name][metric] = self._do_cast(metric_value, typ)
@@ -443,7 +443,7 @@ def _do_cast(value: str | None, typ: T.DataType) -> Any | None:
         if not value:
             return None
         if isinstance(typ, T.IntegralType):
-            return int(float(value))
+            return int(value)
         if typ == T.DoubleType() or typ == T.FloatType():
             return float(value)
         if isinstance(typ, T.DecimalType):