feat(optimizer): support strong util

src/frontend/src/optimizer/plan_expr_visitor/mod.rs

@@ -14,6 +14,7 @@
 
 mod expr_counter;
 mod input_ref_counter;
+mod strong;
 
 pub(crate) use expr_counter::CseExprCounter;
 pub(crate) use input_ref_counter::InputRefCounter;

src/frontend/src/optimizer/plan_expr_visitor/strong.rs

@@ -0,0 +1,340 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use fixedbitset::FixedBitSet;
+
+use crate::expr::{ExprImpl, ExprType, FunctionCall, InputRef};
+
+/// This utilities are with the same definition in calcite.
+/// Utilities for strong predicates.
+/// A predicate is strong (or null-rejecting) with regards to selected subset of inputs
+/// if it is UNKNOWN if all inputs in selected subset are UNKNOWN.
+/// By the way, UNKNOWN is just the boolean form of NULL.
+///
+/// Examples:
+///
+/// UNKNOWN is strong in `[]` (definitely null)
+///
+/// `c = 1` is strong in `[c]` (definitely null if and only if c is null)
+///
+/// `c IS NULL` is not strong (always returns TRUE or FALSE, nevernull)
+///
+/// `p1 AND p2` is strong in `[p1, p2]` (definitely null if either p1 is null or p2 is null)
+///
+/// `p1 OR p2` is strong if p1 and p2 are strong
+
+#[derive(Default)]
+pub struct Strong {
+    null_columns: FixedBitSet,
+}
+
+impl Strong {
+    fn new(null_columns: FixedBitSet) -> Self {
+        Self { null_columns }
+    }
+
+    /// Returns whether the analyzed expression will definitely return null if
+    /// all of a given set of input columns are null.
+    #[allow(dead_code)]
+    pub fn is_null(expr: &ExprImpl, null_columns: FixedBitSet) -> bool {
+        let strong = Strong::new(null_columns);
+        strong.is_null_visit(expr)
+    }
+
+    fn is_input_ref_null(&self, input_ref: &InputRef) -> bool {
+        self.null_columns.contains(input_ref.index())
+    }
+
+    fn is_null_visit(&self, expr: &ExprImpl) -> bool {
+        match expr {
+            ExprImpl::InputRef(input_ref) => self.is_input_ref_null(input_ref),
+            ExprImpl::Literal(literal) => literal.get_data().is_none(),
+            ExprImpl::FunctionCall(func_call) => self.is_null_function_call(func_call),
+            ExprImpl::FunctionCallWithLambda(_) => false,
+            ExprImpl::AggCall(_) => false,
+            ExprImpl::Subquery(_) => false,
+            ExprImpl::CorrelatedInputRef(_) => false,
+            ExprImpl::TableFunction(_) => false,
+            ExprImpl::WindowFunction(_) => false,
+            ExprImpl::UserDefinedFunction(_) => false,
+            ExprImpl::Parameter(_) => false,
+            ExprImpl::Now(_) => false,
+        }
+    }
+
+    fn is_null_function_call(&self, func_call: &FunctionCall) -> bool {
+        match func_call.func_type() {
+            // NOT NULL: This kind of expression is never null. No need to look at its arguments, if it has any.
+            ExprType::IsNull
+            | ExprType::IsNotNull
+            | ExprType::IsDistinctFrom
+            | ExprType::IsNotDistinctFrom
+            | ExprType::IsTrue
+            | ExprType::IsNotTrue
+            | ExprType::IsFalse
+            | ExprType::IsNotFalse => false,
+            // ANY: This kind of expression is null if and only if at least one of its arguments is null.
+            ExprType::Not
+            | ExprType::Equal
+            | ExprType::NotEqual
+            | ExprType::LessThan
+            | ExprType::LessThanOrEqual
+            | ExprType::GreaterThan
+            | ExprType::GreaterThanOrEqual
+            | ExprType::Like
+            | ExprType::Add
+            | ExprType::AddWithTimeZone
+            | ExprType::Subtract
+            | ExprType::Multiply
+            | ExprType::Modulus
+            | ExprType::Divide
+            | ExprType::Cast
+            | ExprType::Trim
+            | ExprType::Ltrim
+            | ExprType::Rtrim
+            | ExprType::Ceil
+            | ExprType::Floor
+            | ExprType::Extract
+            | ExprType::Greatest
+            | ExprType::Least => self.any_null(func_call),
+            // ALL: This kind of expression is null if and only if all of its arguments are null.
+            ExprType::And | ExprType::Or | ExprType::Coalesce => self.all_null(func_call),
+            // TODO: Function like case when is important but current its structure is complicated, so we need to implement it later if necessary.
+            // Assume that any other expressions cannot be simplified.
+            _ => false,
+        }
+    }
+
+    fn any_null(&self, func_call: &FunctionCall) -> bool {
+        func_call
+            .inputs()
+            .iter()
+            .any(|expr| self.is_null_visit(expr))
+    }
+
+    fn all_null(&self, func_call: &FunctionCall) -> bool {
+        func_call
+            .inputs()
+            .iter()
+            .all(|expr| self.is_null_visit(expr))
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use risingwave_common::types::DataType;
+
+    use super::*;
+    use crate::expr::ExprImpl::Literal;
+
+    #[test]
+    fn test_literal() {
+        let null_columns = FixedBitSet::with_capacity(1);
+        let expr = Literal(crate::expr::Literal::new(None, DataType::Varchar).into());
+        assert!(Strong::is_null(&expr, null_columns.clone()));
+
+        let expr = Literal(
+            crate::expr::Literal::new(Some("test".to_string().into()), DataType::Varchar).into(),
+        );
+        assert!(!Strong::is_null(&expr, null_columns));
+    }
+
+    #[test]
+    fn test_input_ref1() {
+        let null_columns = FixedBitSet::with_capacity(2);
+        let expr = InputRef::new(0, DataType::Varchar).into();
+        assert!(!Strong::is_null(&expr, null_columns.clone()));
+
+        let expr = InputRef::new(1, DataType::Varchar).into();
+        assert!(!Strong::is_null(&expr, null_columns));
+    }
+
+    #[test]
+    fn test_input_ref2() {
+        let mut null_columns = FixedBitSet::with_capacity(2);
+        null_columns.insert(0);
+        null_columns.insert(1);
+        let expr = InputRef::new(0, DataType::Varchar).into();
+        assert!(Strong::is_null(&expr, null_columns.clone()));
+
+        let expr = InputRef::new(1, DataType::Varchar).into();
+        assert!(Strong::is_null(&expr, null_columns));
+    }
+
+    #[test]
+    fn test_c1_equal_1_or_c2_is_null() {
+        let mut null_columns = FixedBitSet::with_capacity(2);
+        null_columns.insert(0);
+        let expr = FunctionCall::new_unchecked(
+            ExprType::Or,
+            vec![
+                FunctionCall::new_unchecked(
+                    ExprType::Equal,
+                    vec![
+                        InputRef::new(0, DataType::Int64).into(),
+                        Literal(
+                            crate::expr::Literal::new(
+                                Some(1.into()),
+                                DataType::Int32,
+                            )
+                            .into(),
+                        ),
+                    ],
+                    DataType::Boolean,
+                )
+                .into(),
+                FunctionCall::new_unchecked(
+                    ExprType::IsNull,
+                    vec![InputRef::new(1, DataType::Int64).into()],
+                    DataType::Boolean,
+                )
+                .into(),
+            ],
+            DataType::Boolean,
+        )
+        .into();
+        assert!(!Strong::is_null(&expr, null_columns));
+    }
+
+    #[test]
+    fn test_divide() {
+        let mut null_columns = FixedBitSet::with_capacity(2);
+        null_columns.insert(0);
+        null_columns.insert(1);
+        let expr = FunctionCall::new_unchecked(
+            ExprType::Divide,
+            vec![
+                InputRef::new(0, DataType::Decimal).into(),
+                InputRef::new(1, DataType::Decimal).into(),
+            ],
+            DataType::Varchar,
+        )
+        .into();
+        assert!(Strong::is_null(&expr, null_columns));
+    }
+
+    /// generate a test case for (0.8 * sum / count) where sum is null and count is not null
+    #[test]
+    fn test_multiply_divide() {
+        let mut null_columns = FixedBitSet::with_capacity(2);
+        null_columns.insert(0);
+        let expr = FunctionCall::new_unchecked(
+            ExprType::Multiply,
+            vec![
+                Literal(crate::expr::Literal::new(Some(0.8f64.into()), DataType::Float64).into()),
+                FunctionCall::new_unchecked(
+                    ExprType::Divide,
+                    vec![
+                        InputRef::new(0, DataType::Decimal).into(),
+                        InputRef::new(1, DataType::Decimal).into(),
+                    ],
+                    DataType::Decimal,
+                )
+                .into(),
+            ],
+            DataType::Decimal,
+        )
+        .into();
+        assert!(Strong::is_null(&expr, null_columns));
+    }
+
+    /// generate test cases for is not null
+    macro_rules! gen_test {
+        ($func:ident, $expr:expr, $expected:expr) => {
+            #[test]
+            fn $func() {
+                let null_columns = FixedBitSet::with_capacity(2);
+                let expr = $expr;
+                assert_eq!(Strong::is_null(&expr, null_columns), $expected);
+            }
+        };
+    }
+
+    gen_test!(
+        test_is_not_null,
+        FunctionCall::new_unchecked(
+            ExprType::IsNotNull,
+            vec![InputRef::new(0, DataType::Varchar).into()],
+            DataType::Varchar
+        )
+        .into(),
+        false
+    );
+    gen_test!(
+        test_is_null,
+        FunctionCall::new_unchecked(
+            ExprType::IsNull,
+            vec![InputRef::new(0, DataType::Varchar).into()],
+            DataType::Varchar
+        )
+        .into(),
+        false
+    );
+    gen_test!(
+        test_is_distinct_from,
+        FunctionCall::new_unchecked(
+            ExprType::IsDistinctFrom,
+            vec![
+                InputRef::new(0, DataType::Varchar).into(),
+                InputRef::new(1, DataType::Varchar).into()
+            ],
+            DataType::Varchar
+        )
+        .into(),
+        false
+    );
+    gen_test!(
+        test_is_not_distinct_from,
+        FunctionCall::new_unchecked(
+            ExprType::IsNotDistinctFrom,
+            vec![
+                InputRef::new(0, DataType::Varchar).into(),
+                InputRef::new(1, DataType::Varchar).into()
+            ],
+            DataType::Varchar
+        )
+        .into(),
+        false
+    );
+    gen_test!(
+        test_is_true,
+        FunctionCall::new_unchecked(
+            ExprType::IsTrue,
+            vec![InputRef::new(0, DataType::Varchar).into()],
+            DataType::Varchar
+        )
+        .into(),
+        false
+    );
+    gen_test!(
+        test_is_not_true,
+        FunctionCall::new_unchecked(
+            ExprType::IsNotTrue,
+            vec![InputRef::new(0, DataType::Varchar).into()],
+            DataType::Varchar
+        )
+        .into(),
+        false
+    );
+    gen_test!(
+        test_is_false,
+        FunctionCall::new_unchecked(
+            ExprType::IsFalse,
+            vec![InputRef::new(0, DataType::Varchar).into()],
+            DataType::Varchar
+        )
+        .into(),
+        false
+    );
+}