viirya commented on code in PR #295:
URL: https://github.com/apache/iceberg-rust/pull/295#discussion_r1550310964
##########
crates/iceberg/src/arrow.rs:
##########
@@ -113,6 +143,405 @@ impl ArrowReader {
// TODO: full implementation
ProjectionMask::all()
}
+
+ fn get_row_filter(&self, parquet_schema: &SchemaDescriptor) ->
Result<Option<RowFilter>> {
+ if let Some(predicates) = &self.predicates {
+ let field_id_map = self.build_field_id_map(parquet_schema)?;
+
+ // Collect Parquet column indices from field ids
+ let column_indices = predicates
+ .iter()
+ .map(|predicate| {
+ let mut collector = CollectFieldIdVisitor { field_ids:
vec![] };
+ collector.visit_predicate(predicate).unwrap();
+ collector
+ .field_ids
+ .iter()
+ .map(|field_id| {
+ field_id_map.get(field_id).cloned().ok_or_else(|| {
+ Error::new(ErrorKind::DataInvalid, "Field id
not found in schema")
+ })
+ })
+ .collect::<Result<Vec<_>>>()
+ })
+ .collect::<Result<Vec<_>>>()?;
+
+ // Convert BoundPredicates to ArrowPredicates
+ let mut arrow_predicates = vec![];
+ for (predicate, columns) in
predicates.iter().zip(column_indices.iter()) {
+ let mut converter = PredicateConverter {
+ columns,
+ projection_mask: ProjectionMask::leaves(parquet_schema,
columns.clone()),
+ parquet_schema,
+ column_map: &field_id_map,
+ };
+ let arrow_predicate = converter.visit_predicate(predicate)?;
+ arrow_predicates.push(arrow_predicate);
+ }
+ Ok(Some(RowFilter::new(arrow_predicates)))
+ } else {
+ Ok(None)
+ }
+ }
+
+ /// Build the map of field id to Parquet column index in the schema.
+ fn build_field_id_map(&self, parquet_schema: &SchemaDescriptor) ->
Result<HashMap<i32, usize>> {
+ let mut column_map = HashMap::new();
+ for (idx, field) in parquet_schema.columns().iter().enumerate() {
+ let field_type = field.self_type();
+ match field_type {
+ ParquetType::PrimitiveType { basic_info, .. } => {
+ if !basic_info.has_id() {
+ return Err(Error::new(
+ ErrorKind::DataInvalid,
+ format!(
+ "Leave column {:?} in schema doesn't have
field id",
+ field_type
+ ),
+ ));
+ }
+ column_map.insert(basic_info.id(), idx);
+ }
+ ParquetType::GroupType { .. } => {
+ return Err(Error::new(
+ ErrorKind::DataInvalid,
+ format!(
+ "Leave column in schema should be primitive type
but got {:?}",
+ field_type
+ ),
+ ));
+ }
+ };
+ }
+
+ Ok(column_map)
+ }
+}
+
+/// A visitor to collect field ids from bound predicates.
+struct CollectFieldIdVisitor {
+ field_ids: Vec<i32>,
+}
+
+impl BoundPredicateVisitor for CollectFieldIdVisitor {
+ type T = ();
+ type U = ();
+
+ fn and(&mut self, _predicates: Vec<Self::T>) -> Result<Self::T> {
+ Ok(())
+ }
+
+ fn or(&mut self, _predicates: Vec<Self::T>) -> Result<Self::T> {
+ Ok(())
+ }
+
+ fn not(&mut self, _predicate: Self::T) -> Result<Self::T> {
+ Ok(())
+ }
+
+ fn visit_always_true(&mut self) -> Result<Self::T> {
+ Ok(())
+ }
+
+ fn visit_always_false(&mut self) -> Result<Self::T> {
+ Ok(())
+ }
+
+ fn visit_unary(&mut self, predicate: &UnaryExpression<BoundReference>) ->
Result<Self::T> {
+ self.bound_reference(predicate.term())?;
+ Ok(())
+ }
+
+ fn visit_binary(&mut self, predicate: &BinaryExpression<BoundReference>)
-> Result<Self::T> {
+ self.bound_reference(predicate.term())?;
+ Ok(())
+ }
+
+ fn visit_set(&mut self, predicate: &SetExpression<BoundReference>) ->
Result<Self::T> {
+ self.bound_reference(predicate.term())?;
+ Ok(())
+ }
+
+ fn bound_reference(&mut self, reference: &BoundReference) ->
Result<Self::T> {
+ self.field_ids.push(reference.field().id);
+ Ok(())
+ }
+}
+
+struct PredicateConverter<'a> {
+ pub columns: &'a Vec<usize>,
+ pub projection_mask: ProjectionMask,
+ pub parquet_schema: &'a SchemaDescriptor,
+ pub column_map: &'a HashMap<i32, usize>,
+}
+
+fn get_arrow_datum(datum: &Datum) -> Box<dyn ArrowDatum> {
+ match datum.literal() {
+ PrimitiveLiteral::Boolean(value) =>
Box::new(BooleanArray::new_scalar(*value)),
+ PrimitiveLiteral::Int(value) =>
Box::new(Int32Array::new_scalar(*value)),
+ PrimitiveLiteral::Long(value) =>
Box::new(Int64Array::new_scalar(*value)),
+ PrimitiveLiteral::Float(value) =>
Box::new(Float32Array::new_scalar(value.as_f32())),
+ PrimitiveLiteral::Double(value) =>
Box::new(Float64Array::new_scalar(value.as_f64())),
+ _ => todo!("Unsupported literal type"),
+ }
+}
+
+impl<'a> BoundPredicateVisitor for PredicateConverter<'a> {
+ type T = Box<dyn ArrowPredicate>;
+ type U = usize;
+
+ fn visit_always_true(&mut self) -> Result<Self::T> {
+ Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ |batch| Ok(BooleanArray::from(vec![true; batch.num_rows()])),
+ )))
+ }
+
+ fn visit_always_false(&mut self) -> Result<Self::T> {
+ Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ |batch| Ok(BooleanArray::from(vec![false; batch.num_rows()])),
+ )))
+ }
+
+ fn visit_unary(&mut self, predicate: &UnaryExpression<BoundReference>) ->
Result<Self::T> {
+ let term_index = self.bound_reference(predicate.term())?;
+
+ match predicate.op() {
+ PredicateOperator::IsNull => Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let column = batch.column(term_index);
+ is_null(column)
+ },
+ ))),
+ PredicateOperator::NotNull => Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let column = batch.column(term_index);
+ is_not_null(column)
+ },
+ ))),
+ PredicateOperator::IsNan => {
+ todo!("IsNan is not supported yet")
+ }
+ PredicateOperator::NotNan => {
+ todo!("NotNan is not supported yet")
+ }
+ op => Err(Error::new(
+ ErrorKind::DataInvalid,
+ format!("Unsupported unary operator: {op}"),
+ )),
+ }
+ }
+
+ fn visit_binary(&mut self, predicate: &BinaryExpression<BoundReference>)
-> Result<Self::T> {
+ let term_index = self.bound_reference(predicate.term())?;
+ let literal = predicate.literal().clone();
+
+ match predicate.op() {
+ PredicateOperator::LessThan => Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let left = batch.column(term_index);
+ let literal = get_arrow_datum(&literal);
+ lt(left, literal.as_ref())
+ },
+ ))),
+ PredicateOperator::LessThanOrEq =>
Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let left = batch.column(term_index);
+ let literal = get_arrow_datum(&literal);
+ lt_eq(left, literal.as_ref())
+ },
+ ))),
+ PredicateOperator::GreaterThan =>
Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let left = batch.column(term_index);
+ let literal = get_arrow_datum(&literal);
+ gt(left, literal.as_ref())
+ },
+ ))),
+ PredicateOperator::GreaterThanOrEq =>
Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let left = batch.column(term_index);
+ let literal = get_arrow_datum(&literal);
+ gt_eq(left, literal.as_ref())
+ },
+ ))),
+ PredicateOperator::Eq => Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let left = batch.column(term_index);
+ let literal = get_arrow_datum(&literal);
+ eq(left, literal.as_ref())
+ },
+ ))),
+ PredicateOperator::NotEq => Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let left = batch.column(term_index);
+ let literal = get_arrow_datum(&literal);
+ neq(left, literal.as_ref())
+ },
+ ))),
+ op => Err(Error::new(
+ ErrorKind::DataInvalid,
+ format!("Unsupported binary operator: {op}"),
+ )),
+ }
+ }
+
+ fn visit_set(&mut self, predicate: &SetExpression<BoundReference>) ->
Result<Self::T> {
+ match predicate.op() {
+ PredicateOperator::In => {
+ todo!("In is not supported yet")
+ }
+ PredicateOperator::NotIn => {
+ todo!("NotIn is not supported yet")
+ }
+ op => Err(Error::new(
+ ErrorKind::DataInvalid,
+ format!("Unsupported set operator: {op}"),
+ )),
+ }
+ }
+
+ fn and(&mut self, mut predicates: Vec<Self::T>) -> Result<Self::T> {
+ Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let left =
predicates.get_mut(0).unwrap().evaluate(batch.clone())?;
+ let right = predicates.get_mut(1).unwrap().evaluate(batch)?;
+ and(&left, &right)
+ },
+ )))
+ }
+
+ fn or(&mut self, mut predicates: Vec<Self::T>) -> Result<Self::T> {
+ Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let left =
predicates.get_mut(0).unwrap().evaluate(batch.clone())?;
+ let right = predicates.get_mut(1).unwrap().evaluate(batch)?;
+ or(&left, &right)
+ },
+ )))
+ }
+
+ fn not(&mut self, mut predicate: Self::T) -> Result<Self::T> {
+ Ok(Box::new(ArrowPredicateFn::new(
+ self.projection_mask.clone(),
+ move |batch| {
+ let evaluated = predicate.evaluate(batch.clone())?;
+ not(&evaluated)
+ },
+ )))
+ }
+
+ fn bound_reference(&mut self, reference: &BoundReference) ->
Result<Self::U> {
+ let column_idx =
self.column_map.get(&reference.field().id).ok_or_else(|| {
+ Error::new(
+ ErrorKind::DataInvalid,
+ format!("Field id {} not found in schema",
reference.field().id),
+ )
+ })?;
+
+ let root_col_index =
self.parquet_schema.get_column_root_idx(*column_idx);
+
+ // Find the column index in projection mask.
+ let column_idx = self
+ .columns
+ .iter()
+ .position(|&x| x == root_col_index)
+ .ok_or_else(|| {
+ Error::new(
+ ErrorKind::DataInvalid,
+ format!("Column index {} not found in schema",
root_col_index),
+ )
+ })?;
+
+ Ok(column_idx)
+ }
+}
+
+/// A visitor for bound predicates.
+pub trait BoundPredicateVisitor {
Review Comment:
Okay
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: issues-unsubscr...@iceberg.apache.org
For queries about this service, please contact Infrastructure at:
us...@infra.apache.org
---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscr...@iceberg.apache.org
For additional commands, e-mail: issues-h...@iceberg.apache.org
