jon-wei commented on a change in pull request #10499:
URL: https://github.com/apache/druid/pull/10499#discussion_r510514679
##########
File path: core/src/main/java/org/apache/druid/math/expr/ExprTypeConversion.java
##########
@@ -31,22 +31,40 @@
* Infer the output type of a list of possible 'conditional' expression
outputs (where any of these could be the
* output expression if the corresponding case matching expression evaluates
to true)
*/
- static ExprType conditional(Expr.InputBindingTypes inputTypes, List<Expr>
args)
+ static ExprType conditional(Expr.InputBindingInspector inspector, List<Expr>
args)
{
ExprType type = null;
for (Expr arg : args) {
if (arg.isNullLiteral()) {
continue;
}
if (type == null) {
- type = arg.getOutputType(inputTypes);
+ type = arg.getOutputType(inspector);
} else {
- type = doubleMathFunction(type, arg.getOutputType(inputTypes));
+ type = function(type, arg.getOutputType(inspector));
}
}
return type;
}
+ /**
+ * Given 2 'input' types, which might not be fully trustable, choose the
most appropriate combined type for
+ * non-vectorized, per-row type detection. In this mode, null values are
{@link ExprType#STRING} typed, despite
+ * potentially coming from an underlying numeric column. This method is not
well suited for array handling
+ */
+ public static ExprType autoDetect(ExprEval result, ExprEval other)
Review comment:
Can you add a part to the javadoc about when the input types would not
be trustable (is it because of the string nulls from numeric columns, or are
there other cases)?
##########
File path:
processing/src/main/java/org/apache/druid/segment/virtual/ExpressionPlanner.java
##########
@@ -135,18 +137,29 @@ public static ExpressionPlan plan(ColumnInspector
inspector, Expr expression)
traits.add(ExpressionPlan.Trait.NON_SCALAR_INPUTS);
}
- if (!maybeMultiValued.isEmpty()) {
+ if (!noCapabilities.isEmpty()) {
traits.add(ExpressionPlan.Trait.UNKNOWN_INPUTS);
}
+ if (!maybeMultiValued.isEmpty()) {
+ traits.add(ExpressionPlan.Trait.INCOMPLETE_INPUTS);
+ }
+
// if expression needs transformed, lets do it
if (!needsApplied.isEmpty()) {
traits.add(ExpressionPlan.Trait.NEEDS_APPLIED);
}
}
- // only set output type
- if (ExpressionPlan.none(traits, ExpressionPlan.Trait.UNKNOWN_INPUTS,
ExpressionPlan.Trait.NEEDS_APPLIED)) {
+ // only set output type if we are pretty confident about input types
+ final boolean shoulComputeOutput = ExpressionPlan.none(
Review comment:
shoulComputeOutput -> shouldComputeOutput
##########
File path: core/src/main/java/org/apache/druid/math/expr/ExprTypeConversion.java
##########
@@ -74,6 +93,15 @@ public static ExprType operator(@Nullable ExprType type,
@Nullable ExprType othe
return ExprType.STRING;
}
+ // non-vectorized expressions
+ if (type == ExprType.STRING) {
Review comment:
Can you update the javadoc for this method with the mixed type case and
the reasoning behind preferring the non-string type?
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