perf(optimizer): add sum range optimization

optimizer/optimizer.go

@@ -40,6 +40,7 @@ func Optimize(node *Node, config *conf.Config) error {
 	Walk(node, &filterLast{})
 	Walk(node, &filterFirst{})
 	Walk(node, &predicateCombination{})
+	Walk(node, &sumRange{})
 	Walk(node, &sumArray{})
 	Walk(node, &sumMap{})
 	return nil

optimizer/sum_range.go

@@ -0,0 +1,172 @@
+package optimizer
+
+import (
+	. "github.com/expr-lang/expr/ast"
+)
+
+type sumRange struct{}
+
+func (*sumRange) Visit(node *Node) {
+	// Pattern 1: sum(m..n) or sum(m..n, predicate) where m and n are constant integers
+	if sumBuiltin, ok := (*node).(*BuiltinNode); ok &&
+		sumBuiltin.Name == "sum" &&
+		(len(sumBuiltin.Arguments) == 1 || len(sumBuiltin.Arguments) == 2) {
+		if rangeOp, ok := sumBuiltin.Arguments[0].(*BinaryNode); ok && rangeOp.Operator == ".." {
+			if from, ok := rangeOp.Left.(*IntegerNode); ok {
+				if to, ok := rangeOp.Right.(*IntegerNode); ok {
+					m := from.Value
+					n := to.Value
+					if n >= m {
+						count := n - m + 1
+						// Use the arithmetic series formula: (n - m + 1) * (m + n) / 2
+						sum := count * (m + n) / 2
+
+						if len(sumBuiltin.Arguments) == 1 {
+							// sum(m..n)
+							patchWithType(node, &IntegerNode{Value: sum})
+						} else if len(sumBuiltin.Arguments) == 2 {
+							// sum(m..n, predicate)
+							if result, ok := applySumPredicate(sum, count, sumBuiltin.Arguments[1]); ok {
+								patchWithType(node, &IntegerNode{Value: result})
+							}
+						}
+					}
+				}
+			}
+		}
+	}
+
+	// Pattern 2: reduce(m..n, # + #acc) where m and n are constant integers
+	if reduceBuiltin, ok := (*node).(*BuiltinNode); ok &&
+		reduceBuiltin.Name == "reduce" &&
+		(len(reduceBuiltin.Arguments) == 2 || len(reduceBuiltin.Arguments) == 3) {
+		if rangeOp, ok := reduceBuiltin.Arguments[0].(*BinaryNode); ok && rangeOp.Operator == ".." {
+			if from, ok := rangeOp.Left.(*IntegerNode); ok {
+				if to, ok := rangeOp.Right.(*IntegerNode); ok {
+					if isPointerPlusAcc(reduceBuiltin.Arguments[1]) {
+						m := from.Value
+						n := to.Value
+						if n >= m {
+							// Use the arithmetic series formula: (n - m + 1) * (m + n) / 2
+							sum := (n - m + 1) * (m + n) / 2
+
+							// Check for optional initialValue (3rd argument)
+							if len(reduceBuiltin.Arguments) == 3 {
+								if initialValue, ok := reduceBuiltin.Arguments[2].(*IntegerNode); ok {
+									result := initialValue.Value + sum
+									patchWithType(node, &IntegerNode{Value: result})
+								}
+							} else {
+								patchWithType(node, &IntegerNode{Value: sum})
+							}
+						}
+					}
+				}
+			}
+		}
+	}
+}
+
+// isPointerPlusAcc checks if the node represents `# + #acc` pattern
+func isPointerPlusAcc(node Node) bool {
+	predicate, ok := node.(*PredicateNode)
+	if !ok {
+		return false
+	}
+
+	binary, ok := predicate.Node.(*BinaryNode)
+	if !ok {
+		return false
+	}
+
+	if binary.Operator != "+" {
+		return false
+	}
+
+	// Check for # + #acc (pointer + accumulator)
+	leftPointer, leftIsPointer := binary.Left.(*PointerNode)
+	rightPointer, rightIsPointer := binary.Right.(*PointerNode)
+
+	if leftIsPointer && rightIsPointer {
+		// # + #acc: Left is pointer (Name=""), Right is acc (Name="acc")
+		if leftPointer.Name == "" && rightPointer.Name == "acc" {
+			return true
+		}
+		// #acc + #: Left is acc (Name="acc"), Right is pointer (Name="")
+		if leftPointer.Name == "acc" && rightPointer.Name == "" {
+			return true
+		}
+	}
+
+	return false
+}
+
+// applySumPredicate tries to compute the result of sum(m..n, predicate) at compile time.
+// Returns (result, true) if optimization is possible, (0, false) otherwise.
+// Supported predicates:
+//   - # (identity): result = sum
+//   - # * k (multiply by constant): result = k * sum
+//   - k * # (multiply by constant): result = k * sum
+//   - # + k (add constant): result = sum + count * k
+//   - k + # (add constant): result = sum + count * k
+//   - # - k (subtract constant): result = sum - count * k
+func applySumPredicate(sum, count int, predicateArg Node) (int, bool) {
+	predicate, ok := predicateArg.(*PredicateNode)
+	if !ok {
+		return 0, false
+	}
+
+	// Case 1: # (identity) - just return the sum
+	if pointer, ok := predicate.Node.(*PointerNode); ok && pointer.Name == "" {
+		return sum, true
+	}
+
+	// Case 2: Binary operations with pointer and constant
+	binary, ok := predicate.Node.(*BinaryNode)
+	if !ok {
+		return 0, false
+	}
+
+	pointer, constant, pointerOnLeft := extractPointerAndConstantWithPosition(binary)
+	if pointer == nil || constant == nil {
+		return 0, false
+	}
+
+	switch binary.Operator {
+	case "*":
+		// # * k or k * # => k * sum
+		return constant.Value * sum, true
+	case "+":
+		// # + k or k + # => sum + count * k
+		return sum + count*constant.Value, true
+	case "-":
+		if pointerOnLeft {
+			// # - k => sum - count * k
+			return sum - count*constant.Value, true
+		}
+		// k - # => count * k - sum
+		return count*constant.Value - sum, true
+	}
+
+	return 0, false
+}
+
+// extractPointerAndConstantWithPosition extracts pointer (#) and integer constant from a binary node.
+// Returns (pointer, constant, pointerOnLeft) or (nil, nil, false) if not matching the expected pattern.
+func extractPointerAndConstantWithPosition(binary *BinaryNode) (*PointerNode, *IntegerNode, bool) {
+	// Try left=pointer, right=constant
+	if pointer, ok := binary.Left.(*PointerNode); ok && pointer.Name == "" {
+		if constant, ok := binary.Right.(*IntegerNode); ok {
+			return pointer, constant, true
+		}
+	}
+
+	// Try left=constant, right=pointer
+	if constant, ok := binary.Left.(*IntegerNode); ok {
+		if pointer, ok := binary.Right.(*PointerNode); ok && pointer.Name == "" {
+			return pointer, constant, false
+		}
+	}
+
+	return nil, nil, false
+}