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| 1 | +// SPDX-License-Identifier: Apache-2.0 |
| 2 | +// SPDX-FileCopyrightText: Copyright the Vortex contributors |
| 3 | + |
| 4 | +use vortex_error::VortexResult; |
| 5 | + |
| 6 | +use crate::Array; |
| 7 | +use crate::ArrayRef; |
| 8 | +use crate::IntoArray; |
| 9 | +use crate::arrays::AnyScalarFn; |
| 10 | +use crate::arrays::ConstantArray; |
| 11 | +use crate::arrays::ConstantVTable; |
| 12 | +use crate::arrays::ExtensionArray; |
| 13 | +use crate::arrays::ExtensionVTable; |
| 14 | +use crate::arrays::FilterArray; |
| 15 | +use crate::arrays::FilterVTable; |
| 16 | +use crate::arrays::ScalarFnArray; |
| 17 | +use crate::matchers::Exact; |
| 18 | +use crate::optimizer::rules::ArrayParentReduceRule; |
| 19 | +use crate::optimizer::rules::ParentRuleSet; |
| 20 | + |
| 21 | +pub(super) const PARENT_RULES: ParentRuleSet<ExtensionVTable> = ParentRuleSet::new(&[ |
| 22 | + ParentRuleSet::lift(&ExtensionFilterPushDownRule), |
| 23 | + ParentRuleSet::lift(&ExtensionScalarFnConstantPushDownRule), |
| 24 | +]); |
| 25 | + |
| 26 | +/// Push filter operations into the storage array of an extension array. |
| 27 | +#[derive(Debug)] |
| 28 | +struct ExtensionFilterPushDownRule; |
| 29 | + |
| 30 | +impl ArrayParentReduceRule<ExtensionVTable> for ExtensionFilterPushDownRule { |
| 31 | + type Parent = Exact<FilterVTable>; |
| 32 | + |
| 33 | + fn parent(&self) -> Self::Parent { |
| 34 | + Exact::from(&FilterVTable) |
| 35 | + } |
| 36 | + |
| 37 | + fn reduce_parent( |
| 38 | + &self, |
| 39 | + child: &ExtensionArray, |
| 40 | + parent: &FilterArray, |
| 41 | + child_idx: usize, |
| 42 | + ) -> VortexResult<Option<ArrayRef>> { |
| 43 | + debug_assert_eq!(child_idx, 0); |
| 44 | + let filtered_storage = child |
| 45 | + .storage() |
| 46 | + .clone() |
| 47 | + .filter(parent.filter_mask().clone())?; |
| 48 | + Ok(Some( |
| 49 | + ExtensionArray::new(child.ext_dtype().clone(), filtered_storage).into_array(), |
| 50 | + )) |
| 51 | + } |
| 52 | +} |
| 53 | + |
| 54 | +/// Push scalar function operations into the storage array when the other operand is a constant |
| 55 | +/// with the same extension type. |
| 56 | +#[derive(Debug)] |
| 57 | +struct ExtensionScalarFnConstantPushDownRule; |
| 58 | + |
| 59 | +impl ArrayParentReduceRule<ExtensionVTable> for ExtensionScalarFnConstantPushDownRule { |
| 60 | + type Parent = AnyScalarFn; |
| 61 | + |
| 62 | + fn parent(&self) -> Self::Parent { |
| 63 | + AnyScalarFn |
| 64 | + } |
| 65 | + |
| 66 | + fn reduce_parent( |
| 67 | + &self, |
| 68 | + child: &ExtensionArray, |
| 69 | + parent: &ScalarFnArray, |
| 70 | + child_idx: usize, |
| 71 | + ) -> VortexResult<Option<ArrayRef>> { |
| 72 | + // Check that all other children are constants with matching extension types. |
| 73 | + for (idx, sibling) in parent.children().iter().enumerate() { |
| 74 | + if idx == child_idx { |
| 75 | + continue; |
| 76 | + } |
| 77 | + |
| 78 | + // Sibling must be a constant. |
| 79 | + let Some(const_array) = sibling.as_opt::<ConstantVTable>() else { |
| 80 | + return Ok(None); |
| 81 | + }; |
| 82 | + |
| 83 | + // Sibling must be an extension scalar with the same extension type. |
| 84 | + let Some(ext_scalar) = const_array.scalar().as_extension_opt() else { |
| 85 | + return Ok(None); |
| 86 | + }; |
| 87 | + |
| 88 | + // ExtDType::eq_ignore_nullability checks id, metadata, and storage dtype |
| 89 | + if !ext_scalar |
| 90 | + .ext_dtype() |
| 91 | + .eq_ignore_nullability(child.ext_dtype()) |
| 92 | + { |
| 93 | + return Ok(None); |
| 94 | + } |
| 95 | + } |
| 96 | + |
| 97 | + // Build new children with storage arrays/scalars. |
| 98 | + let mut new_children = Vec::with_capacity(parent.children().len()); |
| 99 | + for (idx, sibling) in parent.children().iter().enumerate() { |
| 100 | + if idx == child_idx { |
| 101 | + new_children.push(child.storage().clone()); |
| 102 | + } else { |
| 103 | + let const_array = sibling.as_::<ConstantVTable>(); |
| 104 | + let storage_scalar = const_array.scalar().as_extension().storage(); |
| 105 | + new_children.push(ConstantArray::new(storage_scalar, child.len()).into_array()); |
| 106 | + } |
| 107 | + } |
| 108 | + |
| 109 | + Ok(Some( |
| 110 | + ScalarFnArray::try_new(parent.scalar_fn().clone(), new_children, child.len())? |
| 111 | + .into_array(), |
| 112 | + )) |
| 113 | + } |
| 114 | +} |
| 115 | + |
| 116 | +#[cfg(test)] |
| 117 | +mod tests { |
| 118 | + use std::sync::Arc; |
| 119 | + |
| 120 | + use vortex_buffer::buffer; |
| 121 | + use vortex_dtype::DType; |
| 122 | + use vortex_dtype::ExtDType; |
| 123 | + use vortex_dtype::ExtID; |
| 124 | + use vortex_dtype::Nullability; |
| 125 | + use vortex_dtype::PType; |
| 126 | + use vortex_mask::Mask; |
| 127 | + use vortex_scalar::Scalar; |
| 128 | + |
| 129 | + use crate::Array; |
| 130 | + use crate::IntoArray; |
| 131 | + use crate::ToCanonical; |
| 132 | + use crate::arrays::ConstantArray; |
| 133 | + use crate::arrays::ExtensionArray; |
| 134 | + use crate::arrays::ExtensionVTable; |
| 135 | + use crate::arrays::FilterArray; |
| 136 | + use crate::arrays::PrimitiveArray; |
| 137 | + use crate::arrays::PrimitiveVTable; |
| 138 | + use crate::arrays::ScalarFnArrayExt; |
| 139 | + use crate::expr::Binary; |
| 140 | + use crate::expr::Operator; |
| 141 | + use crate::optimizer::ArrayOptimizer; |
| 142 | + |
| 143 | + fn test_ext_dtype() -> Arc<ExtDType> { |
| 144 | + Arc::new(ExtDType::new( |
| 145 | + ExtID::new("test_ext".into()), |
| 146 | + Arc::new(DType::Primitive(PType::I64, Nullability::NonNullable)), |
| 147 | + None, |
| 148 | + )) |
| 149 | + } |
| 150 | + |
| 151 | + #[test] |
| 152 | + fn test_filter_pushdown() { |
| 153 | + let ext_dtype = test_ext_dtype(); |
| 154 | + let storage = buffer![1i64, 2, 3, 4, 5].into_array(); |
| 155 | + let ext_array = ExtensionArray::new(ext_dtype.clone(), storage).into_array(); |
| 156 | + |
| 157 | + // Create a filter that selects elements at indices 0, 2, 4 |
| 158 | + let mask = Mask::from_iter([true, false, true, false, true]); |
| 159 | + let filter_array = FilterArray::new(ext_array, mask).into_array(); |
| 160 | + |
| 161 | + // Optimize should push the filter into the storage |
| 162 | + let optimized = filter_array.optimize().unwrap(); |
| 163 | + |
| 164 | + // The result should be an ExtensionArray, not a FilterArray |
| 165 | + assert!( |
| 166 | + optimized.as_opt::<ExtensionVTable>().is_some(), |
| 167 | + "Expected ExtensionArray after optimization, got {}", |
| 168 | + optimized.encoding_id() |
| 169 | + ); |
| 170 | + |
| 171 | + let ext_result = optimized.as_::<ExtensionVTable>(); |
| 172 | + assert_eq!(ext_result.len(), 3); |
| 173 | + assert_eq!(ext_result.ext_dtype().as_ref(), ext_dtype.as_ref()); |
| 174 | + |
| 175 | + // Check the storage values |
| 176 | + let storage_result: &[i64] = &ext_result.storage().to_primitive().buffer::<i64>(); |
| 177 | + assert_eq!(storage_result, &[1, 3, 5]); |
| 178 | + } |
| 179 | + |
| 180 | + #[test] |
| 181 | + fn test_filter_pushdown_nullable() { |
| 182 | + let ext_dtype = Arc::new(ExtDType::new( |
| 183 | + ExtID::new("test_ext".into()), |
| 184 | + Arc::new(DType::Primitive(PType::I64, Nullability::Nullable)), |
| 185 | + None, |
| 186 | + )); |
| 187 | + let storage = PrimitiveArray::from_option_iter([Some(1i64), None, Some(3), Some(4), None]) |
| 188 | + .into_array(); |
| 189 | + let ext_array = ExtensionArray::new(ext_dtype, storage).into_array(); |
| 190 | + |
| 191 | + let mask = Mask::from_iter([true, true, false, false, true]); |
| 192 | + let filter_array = FilterArray::new(ext_array, mask).into_array(); |
| 193 | + |
| 194 | + let optimized = filter_array.optimize().unwrap(); |
| 195 | + |
| 196 | + assert!(optimized.as_opt::<ExtensionVTable>().is_some()); |
| 197 | + let ext_result = optimized.as_::<ExtensionVTable>(); |
| 198 | + assert_eq!(ext_result.len(), 3); |
| 199 | + |
| 200 | + // Check values: should be [Some(1), None, None] |
| 201 | + let canonical = ext_result.storage().to_primitive(); |
| 202 | + assert_eq!(canonical.len(), 3); |
| 203 | + } |
| 204 | + |
| 205 | + #[test] |
| 206 | + fn test_scalar_fn_constant_pushdown_comparison() { |
| 207 | + let ext_dtype = test_ext_dtype(); |
| 208 | + let storage = buffer![10i64, 20, 30, 40, 50].into_array(); |
| 209 | + let ext_array = ExtensionArray::new(ext_dtype.clone(), storage).into_array(); |
| 210 | + |
| 211 | + // Create a constant extension scalar with value 25 |
| 212 | + let const_scalar = Scalar::extension(ext_dtype, Scalar::from(25i64)); |
| 213 | + let const_array = ConstantArray::new(const_scalar, 5).into_array(); |
| 214 | + |
| 215 | + // Create a binary comparison: ext_array < const_array |
| 216 | + let scalar_fn_array = Binary |
| 217 | + .try_new_array(5, Operator::Lt, [ext_array, const_array]) |
| 218 | + .unwrap(); |
| 219 | + |
| 220 | + // Optimize should push down the comparison to storage |
| 221 | + let optimized = scalar_fn_array.optimize().unwrap(); |
| 222 | + |
| 223 | + // The result should still be a ScalarFnArray but operating on primitive storage |
| 224 | + let scalar_fn = optimized.as_opt::<crate::arrays::ScalarFnVTable>(); |
| 225 | + assert!( |
| 226 | + scalar_fn.is_some(), |
| 227 | + "Expected ScalarFnArray after optimization" |
| 228 | + ); |
| 229 | + |
| 230 | + // The children should now be primitives, not extensions |
| 231 | + let children = scalar_fn.unwrap().children(); |
| 232 | + assert_eq!(children.len(), 2); |
| 233 | + |
| 234 | + // First child should be the primitive storage |
| 235 | + assert!( |
| 236 | + children[0].as_opt::<PrimitiveVTable>().is_some(), |
| 237 | + "Expected first child to be PrimitiveArray, got {}", |
| 238 | + children[0].encoding_id() |
| 239 | + ); |
| 240 | + |
| 241 | + // Second child should be a constant with primitive value |
| 242 | + assert!( |
| 243 | + children[1] |
| 244 | + .as_opt::<crate::arrays::ConstantVTable>() |
| 245 | + .is_some(), |
| 246 | + "Expected second child to be ConstantArray, got {}", |
| 247 | + children[1].encoding_id() |
| 248 | + ); |
| 249 | + } |
| 250 | + |
| 251 | + #[test] |
| 252 | + fn test_scalar_fn_no_pushdown_different_ext_types() { |
| 253 | + let ext_dtype1 = Arc::new(ExtDType::new( |
| 254 | + ExtID::new("type1".into()), |
| 255 | + Arc::new(DType::Primitive(PType::I64, Nullability::NonNullable)), |
| 256 | + None, |
| 257 | + )); |
| 258 | + let ext_dtype2 = Arc::new(ExtDType::new( |
| 259 | + ExtID::new("type2".into()), |
| 260 | + Arc::new(DType::Primitive(PType::I64, Nullability::NonNullable)), |
| 261 | + None, |
| 262 | + )); |
| 263 | + |
| 264 | + let storage = buffer![10i64, 20, 30].into_array(); |
| 265 | + let ext_array = ExtensionArray::new(ext_dtype1, storage).into_array(); |
| 266 | + |
| 267 | + // Create constant with different extension type |
| 268 | + let const_scalar = Scalar::extension(ext_dtype2, Scalar::from(25i64)); |
| 269 | + let const_array = ConstantArray::new(const_scalar, 3).into_array(); |
| 270 | + |
| 271 | + let scalar_fn_array = Binary |
| 272 | + .try_new_array(3, Operator::Lt, [ext_array.clone(), const_array]) |
| 273 | + .unwrap(); |
| 274 | + |
| 275 | + let optimized = scalar_fn_array.optimize().unwrap(); |
| 276 | + |
| 277 | + // The first child should still be an ExtensionArray (no pushdown happened) |
| 278 | + let scalar_fn = optimized.as_opt::<crate::arrays::ScalarFnVTable>().unwrap(); |
| 279 | + assert!( |
| 280 | + scalar_fn.children()[0] |
| 281 | + .as_opt::<ExtensionVTable>() |
| 282 | + .is_some(), |
| 283 | + "Expected first child to remain ExtensionArray when ext types differ" |
| 284 | + ); |
| 285 | + } |
| 286 | + |
| 287 | + #[test] |
| 288 | + fn test_scalar_fn_no_pushdown_non_constant_sibling() { |
| 289 | + let ext_dtype = test_ext_dtype(); |
| 290 | + |
| 291 | + let storage1 = buffer![10i64, 20, 30].into_array(); |
| 292 | + let ext_array1 = ExtensionArray::new(ext_dtype.clone(), storage1).into_array(); |
| 293 | + |
| 294 | + let storage2 = buffer![15i64, 25, 35].into_array(); |
| 295 | + let ext_array2 = ExtensionArray::new(ext_dtype, storage2).into_array(); |
| 296 | + |
| 297 | + // Both children are extension arrays (not constants) |
| 298 | + let scalar_fn_array = Binary |
| 299 | + .try_new_array(3, Operator::Lt, [ext_array1.clone(), ext_array2]) |
| 300 | + .unwrap(); |
| 301 | + |
| 302 | + let optimized = scalar_fn_array.optimize().unwrap(); |
| 303 | + |
| 304 | + // No pushdown should happen because sibling is not a constant |
| 305 | + let scalar_fn = optimized.as_opt::<crate::arrays::ScalarFnVTable>().unwrap(); |
| 306 | + assert!( |
| 307 | + scalar_fn.children()[0] |
| 308 | + .as_opt::<ExtensionVTable>() |
| 309 | + .is_some(), |
| 310 | + "Expected first child to remain ExtensionArray when sibling is not constant" |
| 311 | + ); |
| 312 | + } |
| 313 | + |
| 314 | + #[test] |
| 315 | + fn test_scalar_fn_no_pushdown_non_extension_constant() { |
| 316 | + let ext_dtype = test_ext_dtype(); |
| 317 | + let storage = buffer![10i64, 20, 30].into_array(); |
| 318 | + let ext_array = ExtensionArray::new(ext_dtype, storage).into_array(); |
| 319 | + |
| 320 | + // Create a non-extension constant (plain primitive) |
| 321 | + let const_array = ConstantArray::new(Scalar::from(25i64), 3).into_array(); |
| 322 | + |
| 323 | + let scalar_fn_array = Binary |
| 324 | + .try_new_array(3, Operator::Lt, [ext_array.clone(), const_array]) |
| 325 | + .unwrap(); |
| 326 | + |
| 327 | + let optimized = scalar_fn_array.optimize().unwrap(); |
| 328 | + |
| 329 | + // No pushdown should happen because constant is not an extension scalar |
| 330 | + let scalar_fn = optimized.as_opt::<crate::arrays::ScalarFnVTable>().unwrap(); |
| 331 | + assert!( |
| 332 | + scalar_fn.children()[0] |
| 333 | + .as_opt::<ExtensionVTable>() |
| 334 | + .is_some(), |
| 335 | + "Expected first child to remain ExtensionArray when constant is not extension" |
| 336 | + ); |
| 337 | + } |
| 338 | +} |
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